diff --git a/poetry.lock b/poetry.lock
index 823bb64..b0f0116 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -122,6 +122,25 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "alembic"
+version = "1.11.3"
+description = "A database migration tool for SQLAlchemy."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "alembic-1.11.3-py3-none-any.whl", hash = "sha256:d6c96c2482740592777c400550a523bc7a9aada4e210cae2e733354ddae6f6f8"},
+    {file = "alembic-1.11.3.tar.gz", hash = "sha256:3db4ce81a9072e1b5aa44c2d202add24553182672a12daf21608d6f62a8f9cf9"},
+]
+
+[package.dependencies]
+Mako = "*"
+SQLAlchemy = ">=1.3.0"
+typing-extensions = ">=4"
+
+[package.extras]
+tz = ["python-dateutil"]
+
 [[package]]
 name = "annotated-types"
 version = "0.5.0"
@@ -133,6 +152,27 @@ files = [
     {file = "annotated_types-0.5.0.tar.gz", hash = "sha256:47cdc3490d9ac1506ce92c7aaa76c579dc3509ff11e098fc867e5130ab7be802"},
 ]
 
+[[package]]
+name = "ansicon"
+version = "1.89.0"
+description = "Python wrapper for loading Jason Hood's ANSICON"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ansicon-1.89.0-py2.py3-none-any.whl", hash = "sha256:f1def52d17f65c2c9682cf8370c03f541f410c1752d6a14029f97318e4b9dfec"},
+    {file = "ansicon-1.89.0.tar.gz", hash = "sha256:e4d039def5768a47e4afec8e89e83ec3ae5a26bf00ad851f914d1240b444d2b1"},
+]
+
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+description = "ANTLR 4.9.3 runtime for Python 3.7"
+optional = false
+python-versions = "*"
+files = [
+    {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
+]
+
 [[package]]
 name = "anyio"
 version = "3.7.1"
@@ -153,6 +193,39 @@ doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
+[[package]]
+name = "arrow"
+version = "1.2.3"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "arrow-1.2.3-py3-none-any.whl", hash = "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"},
+    {file = "arrow-1.2.3.tar.gz", hash = "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+
+[[package]]
+name = "asteroid-filterbanks"
+version = "0.4.0"
+description = "Asteroid's filterbanks"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "asteroid-filterbanks-0.4.0.tar.gz", hash = "sha256:415f89d1dcf2b13b35f03f7a9370968ac4e6fa6800633c522dac992b283409b9"},
+    {file = "asteroid_filterbanks-0.4.0-py3-none-any.whl", hash = "sha256:4932ac8b6acc6e08fb87cbe8ece84215b5a74eee284fe83acf3540a72a02eaf5"},
+]
+
+[package.dependencies]
+numpy = "*"
+torch = ">=1.8.0"
+typing-extensions = "*"
+
+[package.extras]
+all = ["librosa", "scipy"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -182,6 +255,16 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "audioread"
+version = "3.0.0"
+description = "multi-library, cross-platform audio decoding"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "audioread-3.0.0.tar.gz", hash = "sha256:121995bd207eb1fda3d566beb851d3534275925bc35a4fb6da0cb11de0f7251a"},
+]
+
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -193,6 +276,40 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.2"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
+    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
+name = "blessed"
+version = "1.20.0"
+description = "Easy, practical library for making terminal apps, by providing an elegant, well-documented interface to Colors, Keyboard input, and screen Positioning capabilities."
+optional = false
+python-versions = ">=2.7"
+files = [
+    {file = "blessed-1.20.0-py2.py3-none-any.whl", hash = "sha256:0c542922586a265e699188e52d5f5ac5ec0dd517e5a1041d90d2bbf23f906058"},
+    {file = "blessed-1.20.0.tar.gz", hash = "sha256:2cdd67f8746e048f00df47a2880f4d6acbcdb399031b604e34ba8f71d5787680"},
+]
+
+[package.dependencies]
+jinxed = {version = ">=1.1.0", markers = "platform_system == \"Windows\""}
+six = ">=1.9.0"
+wcwidth = ">=0.1.4"
+
 [[package]]
 name = "boto3"
 version = "1.28.30"
@@ -242,6 +359,82 @@ files = [
     {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = "*"
+files = [
+    {file = "cffi-1.15.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a66d3508133af6e8548451b25058d5812812ec3798c886bf38ed24a98216fab2"},
+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:470c103ae716238bbe698d67ad020e1db9d9dba34fa5a899b5e21577e6d52ed2"},
+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:9ad5db27f9cabae298d151c85cf2bad1d359a1b9c686a275df03385758e2f914"},
+    {file = "cffi-1.15.1-cp27-cp27m-win32.whl", hash = "sha256:b3bbeb01c2b273cca1e1e0c5df57f12dce9a4dd331b4fa1635b8bec26350bde3"},
+    {file = "cffi-1.15.1-cp27-cp27m-win_amd64.whl", hash = "sha256:e00b098126fd45523dd056d2efba6c5a63b71ffe9f2bbe1a4fe1716e1d0c331e"},
+    {file = "cffi-1.15.1-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:d61f4695e6c866a23a21acab0509af1cdfd2c013cf256bbf5b6b5e2695827162"},
+    {file = "cffi-1.15.1-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:ed9cb427ba5504c1dc15ede7d516b84757c3e3d7868ccc85121d9310d27eed0b"},
+    {file = "cffi-1.15.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d39875251ca8f612b6f33e6b1195af86d1b3e60086068be9cc053aa4376e21"},
+    {file = "cffi-1.15.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:285d29981935eb726a4399badae8f0ffdff4f5050eaa6d0cfc3f64b857b77185"},
+    {file = "cffi-1.15.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3eb6971dcff08619f8d91607cfc726518b6fa2a9eba42856be181c6d0d9515fd"},
+    {file = "cffi-1.15.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:21157295583fe8943475029ed5abdcf71eb3911894724e360acff1d61c1d54bc"},
+    {file = "cffi-1.15.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5635bd9cb9731e6d4a1132a498dd34f764034a8ce60cef4f5319c0541159392f"},
+    {file = "cffi-1.15.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2012c72d854c2d03e45d06ae57f40d78e5770d252f195b93f581acf3ba44496e"},
+    {file = "cffi-1.15.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd86c085fae2efd48ac91dd7ccffcfc0571387fe1193d33b6394db7ef31fe2a4"},
+    {file = "cffi-1.15.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:fa6693661a4c91757f4412306191b6dc88c1703f780c8234035eac011922bc01"},
+    {file = "cffi-1.15.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:59c0b02d0a6c384d453fece7566d1c7e6b7bae4fc5874ef2ef46d56776d61c9e"},
+    {file = "cffi-1.15.1-cp310-cp310-win32.whl", hash = "sha256:cba9d6b9a7d64d4bd46167096fc9d2f835e25d7e4c121fb2ddfc6528fb0413b2"},
+    {file = "cffi-1.15.1-cp310-cp310-win_amd64.whl", hash = "sha256:ce4bcc037df4fc5e3d184794f27bdaab018943698f4ca31630bc7f84a7b69c6d"},
+    {file = "cffi-1.15.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3d08afd128ddaa624a48cf2b859afef385b720bb4b43df214f85616922e6a5ac"},
+    {file = "cffi-1.15.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3799aecf2e17cf585d977b780ce79ff0dc9b78d799fc694221ce814c2c19db83"},
+    {file = "cffi-1.15.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a591fe9e525846e4d154205572a029f653ada1a78b93697f3b5a8f1f2bc055b9"},
+    {file = "cffi-1.15.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3548db281cd7d2561c9ad9984681c95f7b0e38881201e157833a2342c30d5e8c"},
+    {file = "cffi-1.15.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:91fc98adde3d7881af9b59ed0294046f3806221863722ba7d8d120c575314325"},
+    {file = "cffi-1.15.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94411f22c3985acaec6f83c6df553f2dbe17b698cc7f8ae751ff2237d96b9e3c"},
+    {file = "cffi-1.15.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:03425bdae262c76aad70202debd780501fabeaca237cdfddc008987c0e0f59ef"},
+    {file = "cffi-1.15.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:cc4d65aeeaa04136a12677d3dd0b1c0c94dc43abac5860ab33cceb42b801c1e8"},
+    {file = "cffi-1.15.1-cp311-cp311-win32.whl", hash = "sha256:a0f100c8912c114ff53e1202d0078b425bee3649ae34d7b070e9697f93c5d52d"},
+    {file = "cffi-1.15.1-cp311-cp311-win_amd64.whl", hash = "sha256:04ed324bda3cda42b9b695d51bb7d54b680b9719cfab04227cdd1e04e5de3104"},
+    {file = "cffi-1.15.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50a74364d85fd319352182ef59c5c790484a336f6db772c1a9231f1c3ed0cbd7"},
+    {file = "cffi-1.15.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e263d77ee3dd201c3a142934a086a4450861778baaeeb45db4591ef65550b0a6"},
+    {file = "cffi-1.15.1-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cec7d9412a9102bdc577382c3929b337320c4c4c4849f2c5cdd14d7368c5562d"},
+    {file = "cffi-1.15.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4289fc34b2f5316fbb762d75362931e351941fa95fa18789191b33fc4cf9504a"},
+    {file = "cffi-1.15.1-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:173379135477dc8cac4bc58f45db08ab45d228b3363adb7af79436135d028405"},
+    {file = "cffi-1.15.1-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:6975a3fac6bc83c4a65c9f9fcab9e47019a11d3d2cf7f3c0d03431bf145a941e"},
+    {file = "cffi-1.15.1-cp36-cp36m-win32.whl", hash = "sha256:2470043b93ff09bf8fb1d46d1cb756ce6132c54826661a32d4e4d132e1977adf"},
+    {file = "cffi-1.15.1-cp36-cp36m-win_amd64.whl", hash = "sha256:30d78fbc8ebf9c92c9b7823ee18eb92f2e6ef79b45ac84db507f52fbe3ec4497"},
+    {file = "cffi-1.15.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:198caafb44239b60e252492445da556afafc7d1e3ab7a1fb3f0584ef6d742375"},
+    {file = "cffi-1.15.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5ef34d190326c3b1f822a5b7a45f6c4535e2f47ed06fec77d3d799c450b2651e"},
+    {file = "cffi-1.15.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8102eaf27e1e448db915d08afa8b41d6c7ca7a04b7d73af6514df10a3e74bd82"},
+    {file = "cffi-1.15.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5df2768244d19ab7f60546d0c7c63ce1581f7af8b5de3eb3004b9b6fc8a9f84b"},
+    {file = "cffi-1.15.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a8c4917bd7ad33e8eb21e9a5bbba979b49d9a97acb3a803092cbc1133e20343c"},
+    {file = "cffi-1.15.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e2642fe3142e4cc4af0799748233ad6da94c62a8bec3a6648bf8ee68b1c7426"},
+    {file = "cffi-1.15.1-cp37-cp37m-win32.whl", hash = "sha256:e229a521186c75c8ad9490854fd8bbdd9a0c9aa3a524326b55be83b54d4e0ad9"},
+    {file = "cffi-1.15.1-cp37-cp37m-win_amd64.whl", hash = "sha256:a0b71b1b8fbf2b96e41c4d990244165e2c9be83d54962a9a1d118fd8657d2045"},
+    {file = "cffi-1.15.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:320dab6e7cb2eacdf0e658569d2575c4dad258c0fcc794f46215e1e39f90f2c3"},
+    {file = "cffi-1.15.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e74c6b51a9ed6589199c787bf5f9875612ca4a8a0785fb2d4a84429badaf22a"},
+    {file = "cffi-1.15.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5c84c68147988265e60416b57fc83425a78058853509c1b0629c180094904a5"},
+    {file = "cffi-1.15.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3b926aa83d1edb5aa5b427b4053dc420ec295a08e40911296b9eb1b6170f6cca"},
+    {file = "cffi-1.15.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:87c450779d0914f2861b8526e035c5e6da0a3199d8f1add1a665e1cbc6fc6d02"},
+    {file = "cffi-1.15.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f2c9f67e9821cad2e5f480bc8d83b8742896f1242dba247911072d4fa94c192"},
+    {file = "cffi-1.15.1-cp38-cp38-win32.whl", hash = "sha256:8b7ee99e510d7b66cdb6c593f21c043c248537a32e0bedf02e01e9553a172314"},
+    {file = "cffi-1.15.1-cp38-cp38-win_amd64.whl", hash = "sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5"},
+    {file = "cffi-1.15.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:54a2db7b78338edd780e7ef7f9f6c442500fb0d41a5a4ea24fff1c929d5af585"},
+    {file = "cffi-1.15.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fcd131dd944808b5bdb38e6f5b53013c5aa4f334c5cad0c72742f6eba4b73db0"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7473e861101c9e72452f9bf8acb984947aa1661a7704553a9f6e4baa5ba64415"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c9a799e985904922a4d207a94eae35c78ebae90e128f0c4e521ce339396be9d"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3bcde07039e586f91b45c88f8583ea7cf7a0770df3a1649627bf598332cb6984"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:33ab79603146aace82c2427da5ca6e58f2b3f2fb5da893ceac0c42218a40be35"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d598b938678ebf3c67377cdd45e09d431369c3b1a5b331058c338e201f12b27"},
+    {file = "cffi-1.15.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db0fbb9c62743ce59a9ff687eb5f4afbe77e5e8403d6697f7446e5f609976f76"},
+    {file = "cffi-1.15.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:98d85c6a2bef81588d9227dde12db8a7f47f639f4a17c9ae08e773aa9c697bf3"},
+    {file = "cffi-1.15.1-cp39-cp39-win32.whl", hash = "sha256:40f4774f5a9d4f5e344f31a32b5096977b5d48560c5592e2f3d2c4374bd543ee"},
+    {file = "cffi-1.15.1-cp39-cp39-win_amd64.whl", hash = "sha256:70df4e3b545a17496c9b3f41f5115e69a4f2e77e94e1d2a8e1070bc0c38c8a3c"},
+    {file = "cffi-1.15.1.tar.gz", hash = "sha256:d400bfb9a37b1351253cb402671cea7e89bdecc294e8016a707f6d1d8ac934f9"},
+]
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "charset-normalizer"
 version = "3.2.0"
@@ -340,6 +533,23 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cmaes"
+version = "0.10.0"
+description = "Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cmaes-0.10.0-py3-none-any.whl", hash = "sha256:72cea747ad37b1780b0eb6f3c098cee33907fafbf6690c0c02db1e010cab72f6"},
+    {file = "cmaes-0.10.0.tar.gz", hash = "sha256:48afc70df027114739872b50489ae6b32461c307b92d084a63c7090a9742faf9"},
+]
+
+[package.dependencies]
+numpy = "*"
+
+[package.extras]
+cmawm = ["scipy"]
+
 [[package]]
 name = "cmake"
 version = "3.27.2"
@@ -380,6 +590,150 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "colorlog"
+version = "6.7.0"
+description = "Add colours to the output of Python's logging module."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "colorlog-6.7.0-py2.py3-none-any.whl", hash = "sha256:0d33ca236784a1ba3ff9c532d4964126d8a2c44f1f0cb1d2b0728196f512f662"},
+    {file = "colorlog-6.7.0.tar.gz", hash = "sha256:bd94bd21c1e13fac7bd3153f4bc3a7dc0eb0974b8bc2fdf1a989e474f6e582e5"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
+
+[[package]]
+name = "contourpy"
+version = "1.1.0"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "contourpy-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:89f06eff3ce2f4b3eb24c1055a26981bffe4e7264acd86f15b97e40530b794bc"},
+    {file = "contourpy-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dffcc2ddec1782dd2f2ce1ef16f070861af4fb78c69862ce0aab801495dda6a3"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25ae46595e22f93592d39a7eac3d638cda552c3e1160255258b695f7b58e5655"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:17cfaf5ec9862bc93af1ec1f302457371c34e688fbd381f4035a06cd47324f48"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18a64814ae7bce73925131381603fff0116e2df25230dfc80d6d690aa6e20b37"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90c81f22b4f572f8a2110b0b741bb64e5a6427e0a198b2cdc1fbaf85f352a3aa"},
+    {file = "contourpy-1.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:53cc3a40635abedbec7f1bde60f8c189c49e84ac180c665f2cd7c162cc454baa"},
+    {file = "contourpy-1.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:1f795597073b09d631782e7245016a4323cf1cf0b4e06eef7ea6627e06a37ff2"},
+    {file = "contourpy-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0b7b04ed0961647691cfe5d82115dd072af7ce8846d31a5fac6c142dcce8b882"},
+    {file = "contourpy-1.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:27bc79200c742f9746d7dd51a734ee326a292d77e7d94c8af6e08d1e6c15d545"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:052cc634bf903c604ef1a00a5aa093c54f81a2612faedaa43295809ffdde885e"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9382a1c0bc46230fb881c36229bfa23d8c303b889b788b939365578d762b5c18"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5cec36c5090e75a9ac9dbd0ff4a8cf7cecd60f1b6dc23a374c7d980a1cd710e"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f0cbd657e9bde94cd0e33aa7df94fb73c1ab7799378d3b3f902eb8eb2e04a3a"},
+    {file = "contourpy-1.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:181cbace49874f4358e2929aaf7ba84006acb76694102e88dd15af861996c16e"},
+    {file = "contourpy-1.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:fb3b7d9e6243bfa1efb93ccfe64ec610d85cfe5aec2c25f97fbbd2e58b531256"},
+    {file = "contourpy-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bcb41692aa09aeb19c7c213411854402f29f6613845ad2453d30bf421fe68fed"},
+    {file = "contourpy-1.1.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:5d123a5bc63cd34c27ff9c7ac1cd978909e9c71da12e05be0231c608048bb2ae"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:62013a2cf68abc80dadfd2307299bfa8f5aa0dcaec5b2954caeb5fa094171103"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0b6616375d7de55797d7a66ee7d087efe27f03d336c27cf1f32c02b8c1a5ac70"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:317267d915490d1e84577924bd61ba71bf8681a30e0d6c545f577363157e5e94"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d551f3a442655f3dcc1285723f9acd646ca5858834efeab4598d706206b09c9f"},
+    {file = "contourpy-1.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e7a117ce7df5a938fe035cad481b0189049e8d92433b4b33aa7fc609344aafa1"},
+    {file = "contourpy-1.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:d4f26b25b4f86087e7d75e63212756c38546e70f2a92d2be44f80114826e1cd4"},
+    {file = "contourpy-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bc00bb4225d57bff7ebb634646c0ee2a1298402ec10a5fe7af79df9a51c1bfd9"},
+    {file = "contourpy-1.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:189ceb1525eb0655ab8487a9a9c41f42a73ba52d6789754788d1883fb06b2d8a"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f2931ed4741f98f74b410b16e5213f71dcccee67518970c42f64153ea9313b9"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:30f511c05fab7f12e0b1b7730ebdc2ec8deedcfb505bc27eb570ff47c51a8f15"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:143dde50520a9f90e4a2703f367cf8ec96a73042b72e68fcd184e1279962eb6f"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e94bef2580e25b5fdb183bf98a2faa2adc5b638736b2c0a4da98691da641316a"},
+    {file = "contourpy-1.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ed614aea8462735e7d70141374bd7650afd1c3f3cb0c2dbbcbe44e14331bf002"},
+    {file = "contourpy-1.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:438ba416d02f82b692e371858143970ed2eb6337d9cdbbede0d8ad9f3d7dd17d"},
+    {file = "contourpy-1.1.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a698c6a7a432789e587168573a864a7ea374c6be8d4f31f9d87c001d5a843493"},
+    {file = "contourpy-1.1.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:397b0ac8a12880412da3551a8cb5a187d3298a72802b45a3bd1805e204ad8439"},
+    {file = "contourpy-1.1.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:a67259c2b493b00e5a4d0f7bfae51fb4b3371395e47d079a4446e9b0f4d70e76"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2b836d22bd2c7bb2700348e4521b25e077255ebb6ab68e351ab5aa91ca27e027"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:084eaa568400cfaf7179b847ac871582199b1b44d5699198e9602ecbbb5f6104"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:911ff4fd53e26b019f898f32db0d4956c9d227d51338fb3b03ec72ff0084ee5f"},
+    {file = "contourpy-1.1.0.tar.gz", hash = "sha256:e53046c3863828d21d531cc3b53786e6580eb1ba02477e8681009b6aa0870b21"},
+]
+
+[package.dependencies]
+numpy = ">=1.16"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.2.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+
+[[package]]
+name = "croniter"
+version = "1.3.15"
+description = "croniter provides iteration for datetime object with cron like format"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "croniter-1.3.15-py2.py3-none-any.whl", hash = "sha256:f17f877be1d93b9e3191151584a19d8b367b017ab0febc8c5472b9300da61c4c"},
+    {file = "croniter-1.3.15.tar.gz", hash = "sha256:924a38fda88f675ec6835667e1d32ac37ff0d65509c2152729d16ff205e32a65"},
+]
+
+[package.dependencies]
+python-dateutil = "*"
+
+[[package]]
+name = "cycler"
+version = "0.11.0"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "cycler-0.11.0-py3-none-any.whl", hash = "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3"},
+    {file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
+]
+
+[[package]]
+name = "dateutils"
+version = "0.6.12"
+description = "Various utilities for working with date and datetime objects"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dateutils-0.6.12-py2.py3-none-any.whl", hash = "sha256:f33b6ab430fa4166e7e9cb8b21ee9f6c9843c48df1a964466f52c79b2a8d53b3"},
+    {file = "dateutils-0.6.12.tar.gz", hash = "sha256:03dd90bcb21541bd4eb4b013637e4f1b5f944881c46cc6e4b67a6059e370e3f1"},
+]
+
+[package.dependencies]
+python-dateutil = "*"
+pytz = "*"
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
+
+[[package]]
+name = "deepdiff"
+version = "6.3.1"
+description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "deepdiff-6.3.1-py3-none-any.whl", hash = "sha256:eae2825b2e1ea83df5fc32683d9aec5a56e38b756eb2b280e00863ce4def9d33"},
+    {file = "deepdiff-6.3.1.tar.gz", hash = "sha256:e8c1bb409a2caf1d757799add53b3a490f707dd792ada0eca7cac1328055097a"},
+]
+
+[package.dependencies]
+ordered-set = ">=4.0.2,<4.2.0"
+
+[package.extras]
+cli = ["click (==8.1.3)", "pyyaml (==6.0)"]
+optimize = ["orjson"]
+
 [[package]]
 name = "dnspython"
 version = "2.4.2"
@@ -399,6 +753,27 @@ idna = ["idna (>=2.1,<4.0)"]
 trio = ["trio (>=0.14,<0.23)"]
 wmi = ["wmi (>=1.5.1,<2.0.0)"]
 
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+optional = false
+python-versions = "*"
+files = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+
+[[package]]
+name = "einops"
+version = "0.6.1"
+description = "A new flavour of deep learning operations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "einops-0.6.1-py3-none-any.whl", hash = "sha256:99149e46cc808956b174932fe563d920db4d6e5dadb8c6ecdaa7483b7ef7cfc3"},
+    {file = "einops-0.6.1.tar.gz", hash = "sha256:f95f8d00f4ded90dbc4b19b6f98b177332614b0357dde66997f3ae5d474dc8c8"},
+]
+
 [[package]]
 name = "email-validator"
 version = "2.0.0.post2"
@@ -459,6 +834,63 @@ files = [
 docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
+[[package]]
+name = "fonttools"
+version = "4.42.0"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fonttools-4.42.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9c456d1f23deff64ffc8b5b098718e149279abdea4d8692dba69172fb6a0d597"},
+    {file = "fonttools-4.42.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:150122ed93127a26bc3670ebab7e2add1e0983d30927733aec327ebf4255b072"},
+    {file = "fonttools-4.42.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48e82d776d2e93f88ca56567509d102266e7ab2fb707a0326f032fe657335238"},
+    {file = "fonttools-4.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58c1165f9b2662645de9b19a8c8bdd636b36294ccc07e1b0163856b74f10bafc"},
+    {file = "fonttools-4.42.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:2d6dc3fa91414ff4daa195c05f946e6a575bd214821e26d17ca50f74b35b0fe4"},
+    {file = "fonttools-4.42.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fae4e801b774cc62cecf4a57b1eae4097903fced00c608d9e2bc8f84cd87b54a"},
+    {file = "fonttools-4.42.0-cp310-cp310-win32.whl", hash = "sha256:b8600ae7dce6ec3ddfb201abb98c9d53abbf8064d7ac0c8a0d8925e722ccf2a0"},
+    {file = "fonttools-4.42.0-cp310-cp310-win_amd64.whl", hash = "sha256:57b68eab183fafac7cd7d464a7bfa0fcd4edf6c67837d14fb09c1c20516cf20b"},
+    {file = "fonttools-4.42.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0a1466713e54bdbf5521f2f73eebfe727a528905ff5ec63cda40961b4b1eea95"},
+    {file = "fonttools-4.42.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3fb2a69870bfe143ec20b039a1c8009e149dd7780dd89554cc8a11f79e5de86b"},
+    {file = "fonttools-4.42.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ae881e484702efdb6cf756462622de81d4414c454edfd950b137e9a7352b3cb9"},
+    {file = "fonttools-4.42.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27ec3246a088555629f9f0902f7412220c67340553ca91eb540cf247aacb1983"},
+    {file = "fonttools-4.42.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:8ece1886d12bb36c48c00b2031518877f41abae317e3a55620d38e307d799b7e"},
+    {file = "fonttools-4.42.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:10dac980f2b975ef74532e2a94bb00e97a95b4595fb7f98db493c474d5f54d0e"},
+    {file = "fonttools-4.42.0-cp311-cp311-win32.whl", hash = "sha256:83b98be5d291e08501bd4fc0c4e0f8e6e05b99f3924068b17c5c9972af6fff84"},
+    {file = "fonttools-4.42.0-cp311-cp311-win_amd64.whl", hash = "sha256:e35bed436726194c5e6e094fdfb423fb7afaa0211199f9d245e59e11118c576c"},
+    {file = "fonttools-4.42.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:c36c904ce0322df01e590ba814d5d69e084e985d7e4c2869378671d79662a7d4"},
+    {file = "fonttools-4.42.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d54e600a2bcfa5cdaa860237765c01804a03b08404d6affcd92942fa7315ffba"},
+    {file = "fonttools-4.42.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:01cfe02416b6d416c5c8d15e30315cbcd3e97d1b50d3b34b0ce59f742ef55258"},
+    {file = "fonttools-4.42.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f81ed9065b4bd3f4f3ce8e4873cd6a6b3f4e92b1eddefde35d332c6f414acc3"},
+    {file = "fonttools-4.42.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:685a4dd6cf31593b50d6d441feb7781a4a7ef61e19551463e14ed7c527b86f9f"},
+    {file = "fonttools-4.42.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:329341ba3d86a36e482610db56b30705384cb23bd595eac8cbb045f627778e9d"},
+    {file = "fonttools-4.42.0-cp38-cp38-win32.whl", hash = "sha256:4655c480a1a4d706152ff54f20e20cf7609084016f1df3851cce67cef768f40a"},
+    {file = "fonttools-4.42.0-cp38-cp38-win_amd64.whl", hash = "sha256:6bd7e4777bff1dcb7c4eff4786998422770f3bfbef8be401c5332895517ba3fa"},
+    {file = "fonttools-4.42.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:a9b55d2a3b360e0c7fc5bd8badf1503ca1c11dd3a1cd20f2c26787ffa145a9c7"},
+    {file = "fonttools-4.42.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0df8ef75ba5791e873c9eac2262196497525e3f07699a2576d3ab9ddf41cb619"},
+    {file = "fonttools-4.42.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cd2363ea7728496827658682d049ffb2e98525e2247ca64554864a8cc945568"},
+    {file = "fonttools-4.42.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d40673b2e927f7cd0819c6f04489dfbeb337b4a7b10fc633c89bf4f34ecb9620"},
+    {file = "fonttools-4.42.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:c8bf88f9e3ce347c716921804ef3a8330cb128284eb6c0b6c4b3574f3c580023"},
+    {file = "fonttools-4.42.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:703101eb0490fae32baf385385d47787b73d9ea55253df43b487c89ec767e0d7"},
+    {file = "fonttools-4.42.0-cp39-cp39-win32.whl", hash = "sha256:f0290ea7f9945174bd4dfd66e96149037441eb2008f3649094f056201d99e293"},
+    {file = "fonttools-4.42.0-cp39-cp39-win_amd64.whl", hash = "sha256:ae7df0ae9ee2f3f7676b0ff6f4ebe48ad0acaeeeaa0b6839d15dbf0709f2c5ef"},
+    {file = "fonttools-4.42.0-py3-none-any.whl", hash = "sha256:dfe7fa7e607f7e8b58d0c32501a3a7cac148538300626d1b930082c90ae7f6bd"},
+    {file = "fonttools-4.42.0.tar.gz", hash = "sha256:614b1283dca88effd20ee48160518e6de275ce9b5456a3134d5f235523fc5065"},
+]
+
+[package.extras]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.0.0)", "xattr", "zopfli (>=0.1.4)"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["munkres", "scipy"]
+lxml = ["lxml (>=4.0,<5)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=15.0.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+
 [[package]]
 name = "frozenlist"
 version = "1.4.0"
@@ -529,6 +961,136 @@ files = [
     {file = "frozenlist-1.4.0.tar.gz", hash = "sha256:09163bdf0b2907454042edb19f887c6d33806adc71fbd54afc14908bfdc22251"},
 ]
 
+[[package]]
+name = "fsspec"
+version = "2023.6.0"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2023.6.0-py3-none-any.whl", hash = "sha256:1cbad1faef3e391fba6dc005ae9b5bdcbf43005c9167ce78c915549c352c869a"},
+    {file = "fsspec-2023.6.0.tar.gz", hash = "sha256:d0b2f935446169753e7a5c5c55681c54ea91996cc67be93c39a154fb3a2742af"},
+]
+
+[package.dependencies]
+aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
+requests = {version = "*", optional = true, markers = "extra == \"http\""}
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
+[[package]]
+name = "gdown"
+version = "4.7.1"
+description = "Google Drive direct download of big files."
+optional = false
+python-versions = "*"
+files = [
+    {file = "gdown-4.7.1-py3-none-any.whl", hash = "sha256:65d495699e7c2c61af0d0e9c32748fb4f79abaf80d747a87456c7be14aac2560"},
+    {file = "gdown-4.7.1.tar.gz", hash = "sha256:347f23769679aaf7efa73e5655270fcda8ca56be65eb84a4a21d143989541045"},
+]
+
+[package.dependencies]
+beautifulsoup4 = "*"
+filelock = "*"
+requests = {version = "*", extras = ["socks"]}
+six = "*"
+tqdm = "*"
+
+[[package]]
+name = "greenlet"
+version = "2.0.2"
+description = "Lightweight in-process concurrent programming"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+files = [
+    {file = "greenlet-2.0.2-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:bdfea8c661e80d3c1c99ad7c3ff74e6e87184895bbaca6ee8cc61209f8b9b85d"},
+    {file = "greenlet-2.0.2-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:9d14b83fab60d5e8abe587d51c75b252bcc21683f24699ada8fb275d7712f5a9"},
+    {file = "greenlet-2.0.2-cp27-cp27m-win32.whl", hash = "sha256:6c3acb79b0bfd4fe733dff8bc62695283b57949ebcca05ae5c129eb606ff2d74"},
+    {file = "greenlet-2.0.2-cp27-cp27m-win_amd64.whl", hash = "sha256:283737e0da3f08bd637b5ad058507e578dd462db259f7f6e4c5c365ba4ee9343"},
+    {file = "greenlet-2.0.2-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:d27ec7509b9c18b6d73f2f5ede2622441de812e7b1a80bbd446cb0633bd3d5ae"},
+    {file = "greenlet-2.0.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:30bcf80dda7f15ac77ba5af2b961bdd9dbc77fd4ac6105cee85b0d0a5fcf74df"},
+    {file = "greenlet-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:26fbfce90728d82bc9e6c38ea4d038cba20b7faf8a0ca53a9c07b67318d46088"},
+    {file = "greenlet-2.0.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9190f09060ea4debddd24665d6804b995a9c122ef5917ab26e1566dcc712ceeb"},
+    {file = "greenlet-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d75209eed723105f9596807495d58d10b3470fa6732dd6756595e89925ce2470"},
+    {file = "greenlet-2.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:3a51c9751078733d88e013587b108f1b7a1fb106d402fb390740f002b6f6551a"},
+    {file = "greenlet-2.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:76ae285c8104046b3a7f06b42f29c7b73f77683df18c49ab5af7983994c2dd91"},
+    {file = "greenlet-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:2d4686f195e32d36b4d7cf2d166857dbd0ee9f3d20ae349b6bf8afc8485b3645"},
+    {file = "greenlet-2.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c4302695ad8027363e96311df24ee28978162cdcdd2006476c43970b384a244c"},
+    {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c48f54ef8e05f04d6eff74b8233f6063cb1ed960243eacc474ee73a2ea8573ca"},
+    {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a1846f1b999e78e13837c93c778dcfc3365902cfb8d1bdb7dd73ead37059f0d0"},
+    {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a06ad5312349fec0ab944664b01d26f8d1f05009566339ac6f63f56589bc1a2"},
+    {file = "greenlet-2.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:eff4eb9b7eb3e4d0cae3d28c283dc16d9bed6b193c2e1ace3ed86ce48ea8df19"},
+    {file = "greenlet-2.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:5454276c07d27a740c5892f4907c86327b632127dd9abec42ee62e12427ff7e3"},
+    {file = "greenlet-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:7cafd1208fdbe93b67c7086876f061f660cfddc44f404279c1585bbf3cdc64c5"},
+    {file = "greenlet-2.0.2-cp35-cp35m-macosx_10_14_x86_64.whl", hash = "sha256:910841381caba4f744a44bf81bfd573c94e10b3045ee00de0cbf436fe50673a6"},
+    {file = "greenlet-2.0.2-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:18a7f18b82b52ee85322d7a7874e676f34ab319b9f8cce5de06067384aa8ff43"},
+    {file = "greenlet-2.0.2-cp35-cp35m-win32.whl", hash = "sha256:03a8f4f3430c3b3ff8d10a2a86028c660355ab637cee9333d63d66b56f09d52a"},
+    {file = "greenlet-2.0.2-cp35-cp35m-win_amd64.whl", hash = "sha256:4b58adb399c4d61d912c4c331984d60eb66565175cdf4a34792cd9600f21b394"},
+    {file = "greenlet-2.0.2-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:703f18f3fda276b9a916f0934d2fb6d989bf0b4fb5a64825260eb9bfd52d78f0"},
+    {file = "greenlet-2.0.2-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:32e5b64b148966d9cccc2c8d35a671409e45f195864560829f395a54226408d3"},
+    {file = "greenlet-2.0.2-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2dd11f291565a81d71dab10b7033395b7a3a5456e637cf997a6f33ebdf06f8db"},
+    {file = "greenlet-2.0.2-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e0f72c9ddb8cd28532185f54cc1453f2c16fb417a08b53a855c4e6a418edd099"},
+    {file = "greenlet-2.0.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cd021c754b162c0fb55ad5d6b9d960db667faad0fa2ff25bb6e1301b0b6e6a75"},
+    {file = "greenlet-2.0.2-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:3c9b12575734155d0c09d6c3e10dbd81665d5c18e1a7c6597df72fd05990c8cf"},
+    {file = "greenlet-2.0.2-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:b9ec052b06a0524f0e35bd8790686a1da006bd911dd1ef7d50b77bfbad74e292"},
+    {file = "greenlet-2.0.2-cp36-cp36m-win32.whl", hash = "sha256:dbfcfc0218093a19c252ca8eb9aee3d29cfdcb586df21049b9d777fd32c14fd9"},
+    {file = "greenlet-2.0.2-cp36-cp36m-win_amd64.whl", hash = "sha256:9f35ec95538f50292f6d8f2c9c9f8a3c6540bbfec21c9e5b4b751e0a7c20864f"},
+    {file = "greenlet-2.0.2-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:d5508f0b173e6aa47273bdc0a0b5ba055b59662ba7c7ee5119528f466585526b"},
+    {file = "greenlet-2.0.2-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:f82d4d717d8ef19188687aa32b8363e96062911e63ba22a0cff7802a8e58e5f1"},
+    {file = "greenlet-2.0.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9c59a2120b55788e800d82dfa99b9e156ff8f2227f07c5e3012a45a399620b7"},
+    {file = "greenlet-2.0.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2780572ec463d44c1d3ae850239508dbeb9fed38e294c68d19a24d925d9223ca"},
+    {file = "greenlet-2.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:937e9020b514ceedb9c830c55d5c9872abc90f4b5862f89c0887033ae33c6f73"},
+    {file = "greenlet-2.0.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:36abbf031e1c0f79dd5d596bfaf8e921c41df2bdf54ee1eed921ce1f52999a86"},
+    {file = "greenlet-2.0.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:18e98fb3de7dba1c0a852731c3070cf022d14f0d68b4c87a19cc1016f3bb8b33"},
+    {file = "greenlet-2.0.2-cp37-cp37m-win32.whl", hash = "sha256:3f6ea9bd35eb450837a3d80e77b517ea5bc56b4647f5502cd28de13675ee12f7"},
+    {file = "greenlet-2.0.2-cp37-cp37m-win_amd64.whl", hash = "sha256:7492e2b7bd7c9b9916388d9df23fa49d9b88ac0640db0a5b4ecc2b653bf451e3"},
+    {file = "greenlet-2.0.2-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:b864ba53912b6c3ab6bcb2beb19f19edd01a6bfcbdfe1f37ddd1778abfe75a30"},
+    {file = "greenlet-2.0.2-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:ba2956617f1c42598a308a84c6cf021a90ff3862eddafd20c3333d50f0edb45b"},
+    {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc3a569657468b6f3fb60587e48356fe512c1754ca05a564f11366ac9e306526"},
+    {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8eab883b3b2a38cc1e050819ef06a7e6344d4a990d24d45bc6f2cf959045a45b"},
+    {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:acd2162a36d3de67ee896c43effcd5ee3de247eb00354db411feb025aa319857"},
+    {file = "greenlet-2.0.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:0bf60faf0bc2468089bdc5edd10555bab6e85152191df713e2ab1fcc86382b5a"},
+    {file = "greenlet-2.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b0ef99cdbe2b682b9ccbb964743a6aca37905fda5e0452e5ee239b1654d37f2a"},
+    {file = "greenlet-2.0.2-cp38-cp38-win32.whl", hash = "sha256:b80f600eddddce72320dbbc8e3784d16bd3fb7b517e82476d8da921f27d4b249"},
+    {file = "greenlet-2.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:4d2e11331fc0c02b6e84b0d28ece3a36e0548ee1a1ce9ddde03752d9b79bba40"},
+    {file = "greenlet-2.0.2-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:88d9ab96491d38a5ab7c56dd7a3cc37d83336ecc564e4e8816dbed12e5aaefc8"},
+    {file = "greenlet-2.0.2-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:561091a7be172ab497a3527602d467e2b3fbe75f9e783d8b8ce403fa414f71a6"},
+    {file = "greenlet-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:971ce5e14dc5e73715755d0ca2975ac88cfdaefcaab078a284fea6cfabf866df"},
+    {file = "greenlet-2.0.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be4ed120b52ae4d974aa40215fcdfde9194d63541c7ded40ee12eb4dda57b76b"},
+    {file = "greenlet-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94c817e84245513926588caf1152e3b559ff794d505555211ca041f032abbb6b"},
+    {file = "greenlet-2.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:1a819eef4b0e0b96bb0d98d797bef17dc1b4a10e8d7446be32d1da33e095dbb8"},
+    {file = "greenlet-2.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:7efde645ca1cc441d6dc4b48c0f7101e8d86b54c8530141b09fd31cef5149ec9"},
+    {file = "greenlet-2.0.2-cp39-cp39-win32.whl", hash = "sha256:ea9872c80c132f4663822dd2a08d404073a5a9b5ba6155bea72fb2a79d1093b5"},
+    {file = "greenlet-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:db1a39669102a1d8d12b57de2bb7e2ec9066a6f2b3da35ae511ff93b01b5d564"},
+    {file = "greenlet-2.0.2.tar.gz", hash = "sha256:e7c8dc13af7db097bed64a051d2dd49e9f0af495c26995c00a9ee842690d34c0"},
+]
+
+[package.extras]
+docs = ["Sphinx", "docutils (<0.18)"]
+test = ["objgraph", "psutil"]
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -540,6 +1102,30 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[[package]]
+name = "hmmlearn"
+version = "0.3.0.post1+g822894e"
+description = "Hidden Markov Models in Python with scikit-learn like API"
+optional = false
+python-versions = ">=3.6"
+files = []
+develop = false
+
+[package.dependencies]
+numpy = ">=1.10"
+scikit-learn = ">=0.16,<0.22.0 || >0.22.0"
+scipy = ">=0.19"
+
+[package.extras]
+docs = ["matplotlib", "pydata_sphinx_theme", "sphinx (>=2.0)", "sphinx-gallery"]
+tests = ["pytest"]
+
+[package.source]
+type = "git"
+url = "https://github.com/hmmlearn/hmmlearn.git"
+reference = "HEAD"
+resolved_reference = "822894e24e8632cfa3f10304240d3f5049516580"
+
 [[package]]
 name = "httpcore"
 version = "0.17.3"
@@ -631,6 +1217,53 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.16.4"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "huggingface_hub-0.16.4-py3-none-any.whl", hash = "sha256:0d3df29932f334fead024afc7cb4cc5149d955238b8b5e42dcf9740d6995a349"},
+    {file = "huggingface_hub-0.16.4.tar.gz", hash = "sha256:608c7d4f3d368b326d1747f91523dbd1f692871e8e2e7a4750314a2dd8b63e14"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = "*"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+inference = ["aiohttp", "pydantic"]
+quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["torch"]
+typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+
+[[package]]
+name = "hyperpyyaml"
+version = "1.2.1"
+description = "Extensions to YAML syntax for better python interaction"
+optional = false
+python-versions = "*"
+files = [
+    {file = "HyperPyYAML-1.2.1-py3-none-any.whl", hash = "sha256:8fd2fe912e953800440f5d5c1c1820cf1827bffb905364307d34939723999953"},
+    {file = "HyperPyYAML-1.2.1.tar.gz", hash = "sha256:0c47fa3d362c30003786914d5a3c9661bc02993d3e49d5757b75607b2ce639a4"},
+]
+
+[package.dependencies]
+pyyaml = ">=5.1"
+"ruamel.yaml" = ">=0.17.8,<=0.17.28"
+
 [[package]]
 name = "idna"
 version = "3.4"
@@ -642,6 +1275,22 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
+[[package]]
+name = "inquirer"
+version = "3.1.3"
+description = "Collection of common interactive command line user interfaces, based on Inquirer.js"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "inquirer-3.1.3-py3-none-any.whl", hash = "sha256:a7441fd74d06fcac4385218a1f5e8703f7a113f7944e01af47b8c58e84f95ce5"},
+    {file = "inquirer-3.1.3.tar.gz", hash = "sha256:aac309406f5b49d4b8ab7c6872117f43bf082a552dc256aa16bc95e16bb58bec"},
+]
+
+[package.dependencies]
+blessed = ">=1.19.0"
+python-editor = ">=1.0.4"
+readchar = ">=3.0.6"
+
 [[package]]
 name = "itsdangerous"
 version = "2.1.2"
@@ -670,6 +1319,20 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jinxed"
+version = "1.2.0"
+description = "Jinxed Terminal Library"
+optional = false
+python-versions = "*"
+files = [
+    {file = "jinxed-1.2.0-py2.py3-none-any.whl", hash = "sha256:cfc2b2e4e3b4326954d546ba6d6b9a7a796ddcb0aef8d03161d005177eb0d48b"},
+    {file = "jinxed-1.2.0.tar.gz", hash = "sha256:032acda92d5c57cd216033cbbd53de731e6ed50deb63eb4781336ca55f72cda5"},
+]
+
+[package.dependencies]
+ansicon = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -681,6 +1344,156 @@ files = [
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
 
+[[package]]
+name = "joblib"
+version = "1.3.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
+]
+
+[[package]]
+name = "julius"
+version = "0.2.7"
+description = "Nice DSP sweets: resampling, FFT Convolutions. All with PyTorch, differentiable and with CUDA support."
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "julius-0.2.7.tar.gz", hash = "sha256:3c0f5f5306d7d6016fcc95196b274cae6f07e2c9596eed314e4e7641554fbb08"},
+]
+
+[package.dependencies]
+torch = ">=1.7.0"
+
+[package.extras]
+dev = ["coverage", "flake8", "mypy", "onnxruntime", "pdoc3", "resampy (==0.2.2)"]
+
+[[package]]
+name = "kiwisolver"
+version = "1.4.4"
+description = "A fast implementation of the Cassowary constraint solver"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "kiwisolver-1.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2f5e60fabb7343a836360c4f0919b8cd0d6dbf08ad2ca6b9cf90bf0c76a3c4f6"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:10ee06759482c78bdb864f4109886dff7b8a56529bc1609d4f1112b93fe6423c"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c79ebe8f3676a4c6630fd3f777f3cfecf9289666c84e775a67d1d358578dc2e3"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:abbe9fa13da955feb8202e215c4018f4bb57469b1b78c7a4c5c7b93001699938"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7577c1987baa3adc4b3c62c33bd1118c3ef5c8ddef36f0f2c950ae0b199e100d"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f8ad8285b01b0d4695102546b342b493b3ccc6781fc28c8c6a1bb63e95d22f09"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8ed58b8acf29798b036d347791141767ccf65eee7f26bde03a71c944449e53de"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a68b62a02953b9841730db7797422f983935aeefceb1679f0fc85cbfbd311c32"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-win32.whl", hash = "sha256:e92a513161077b53447160b9bd8f522edfbed4bd9759e4c18ab05d7ef7e49408"},
+    {file = "kiwisolver-1.4.4-cp310-cp310-win_amd64.whl", hash = "sha256:3fe20f63c9ecee44560d0e7f116b3a747a5d7203376abeea292ab3152334d004"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e0ea21f66820452a3f5d1655f8704a60d66ba1191359b96541eaf457710a5fc6"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:bc9db8a3efb3e403e4ecc6cd9489ea2bac94244f80c78e27c31dcc00d2790ac2"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d5b61785a9ce44e5a4b880272baa7cf6c8f48a5180c3e81c59553ba0cb0821ca"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c2dbb44c3f7e6c4d3487b31037b1bdbf424d97687c1747ce4ff2895795c9bf69"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6295ecd49304dcf3bfbfa45d9a081c96509e95f4b9d0eb7ee4ec0530c4a96514"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4bd472dbe5e136f96a4b18f295d159d7f26fd399136f5b17b08c4e5f498cd494"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf7d9fce9bcc4752ca4a1b80aabd38f6d19009ea5cbda0e0856983cf6d0023f5"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78d6601aed50c74e0ef02f4204da1816147a6d3fbdc8b3872d263338a9052c51"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:877272cf6b4b7e94c9614f9b10140e198d2186363728ed0f701c6eee1baec1da"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:db608a6757adabb32f1cfe6066e39b3706d8c3aa69bbc353a5b61edad36a5cb4"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:5853eb494c71e267912275e5586fe281444eb5e722de4e131cddf9d442615626"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:f0a1dbdb5ecbef0d34eb77e56fcb3e95bbd7e50835d9782a45df81cc46949750"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:283dffbf061a4ec60391d51e6155e372a1f7a4f5b15d59c8505339454f8989e4"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-win32.whl", hash = "sha256:d06adcfa62a4431d404c31216f0f8ac97397d799cd53800e9d3efc2fbb3cf14e"},
+    {file = "kiwisolver-1.4.4-cp311-cp311-win_amd64.whl", hash = "sha256:e7da3fec7408813a7cebc9e4ec55afed2d0fd65c4754bc376bf03498d4e92686"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:62ac9cc684da4cf1778d07a89bf5f81b35834cb96ca523d3a7fb32509380cbf6"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41dae968a94b1ef1897cb322b39360a0812661dba7c682aa45098eb8e193dbdf"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:02f79693ec433cb4b5f51694e8477ae83b3205768a6fb48ffba60549080e295b"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d0611a0a2a518464c05ddd5a3a1a0e856ccc10e67079bb17f265ad19ab3c7597"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:db5283d90da4174865d520e7366801a93777201e91e79bacbac6e6927cbceede"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:1041feb4cda8708ce73bb4dcb9ce1ccf49d553bf87c3954bdfa46f0c3f77252c"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-win32.whl", hash = "sha256:a553dadda40fef6bfa1456dc4be49b113aa92c2a9a9e8711e955618cd69622e3"},
+    {file = "kiwisolver-1.4.4-cp37-cp37m-win_amd64.whl", hash = "sha256:03baab2d6b4a54ddbb43bba1a3a2d1627e82d205c5cf8f4c924dc49284b87166"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:841293b17ad704d70c578f1f0013c890e219952169ce8a24ebc063eecf775454"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f4f270de01dd3e129a72efad823da90cc4d6aafb64c410c9033aba70db9f1ff0"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f9f39e2f049db33a908319cf46624a569b36983c7c78318e9726a4cb8923b26c"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c97528e64cb9ebeff9701e7938653a9951922f2a38bd847787d4a8e498cc83ae"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d1573129aa0fd901076e2bfb4275a35f5b7aa60fbfb984499d661ec950320b0"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ad881edc7ccb9d65b0224f4e4d05a1e85cf62d73aab798943df6d48ab0cd79a1"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b428ef021242344340460fa4c9185d0b1f66fbdbfecc6c63eff4b7c29fad429d"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:2e407cb4bd5a13984a6c2c0fe1845e4e41e96f183e5e5cd4d77a857d9693494c"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-win32.whl", hash = "sha256:75facbe9606748f43428fc91a43edb46c7ff68889b91fa31f53b58894503a191"},
+    {file = "kiwisolver-1.4.4-cp38-cp38-win_amd64.whl", hash = "sha256:5bce61af018b0cb2055e0e72e7d65290d822d3feee430b7b8203d8a855e78766"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8c808594c88a025d4e322d5bb549282c93c8e1ba71b790f539567932722d7bd8"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f0a71d85ecdd570ded8ac3d1c0f480842f49a40beb423bb8014539a9f32a5897"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b533558eae785e33e8c148a8d9921692a9fe5aa516efbdff8606e7d87b9d5824"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:efda5fc8cc1c61e4f639b8067d118e742b812c930f708e6667a5ce0d13499e29"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7c43e1e1206cd421cd92e6b3280d4385d41d7166b3ed577ac20444b6995a445f"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bc8d3bd6c72b2dd9decf16ce70e20abcb3274ba01b4e1c96031e0c4067d1e7cd"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4ea39b0ccc4f5d803e3337dd46bcce60b702be4d86fd0b3d7531ef10fd99a1ac"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:968f44fdbf6dd757d12920d63b566eeb4d5b395fd2d00d29d7ef00a00582aac9"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-win32.whl", hash = "sha256:da7e547706e69e45d95e116e6939488d62174e033b763ab1496b4c29b76fabea"},
+    {file = "kiwisolver-1.4.4-cp39-cp39-win_amd64.whl", hash = "sha256:ba59c92039ec0a66103b1d5fe588fa546373587a7d68f5c96f743c3396afc04b"},
+    {file = "kiwisolver-1.4.4-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:91672bacaa030f92fc2f43b620d7b337fd9a5af28b0d6ed3f77afc43c4a64b5a"},
+    {file = "kiwisolver-1.4.4-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:787518a6789009c159453da4d6b683f468ef7a65bbde796bcea803ccf191058d"},
+    {file = "kiwisolver-1.4.4-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da152d8cdcab0e56e4f45eb08b9aea6455845ec83172092f09b0e077ece2cf7a"},
+    {file = "kiwisolver-1.4.4-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:ecb1fa0db7bf4cff9dac752abb19505a233c7f16684c5826d1f11ebd9472b871"},
+    {file = "kiwisolver-1.4.4-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:28bc5b299f48150b5f822ce68624e445040595a4ac3d59251703779836eceff9"},
+    {file = "kiwisolver-1.4.4-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:81e38381b782cc7e1e46c4e14cd997ee6040768101aefc8fa3c24a4cc58e98f8"},
+    {file = "kiwisolver-1.4.4-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:2a66fdfb34e05b705620dd567f5a03f239a088d5a3f321e7b6ac3239d22aa286"},
+    {file = "kiwisolver-1.4.4-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:872b8ca05c40d309ed13eb2e582cab0c5a05e81e987ab9c521bf05ad1d5cf5cb"},
+    {file = "kiwisolver-1.4.4-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:70e7c2e7b750585569564e2e5ca9845acfaa5da56ac46df68414f29fea97be9f"},
+    {file = "kiwisolver-1.4.4-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:9f85003f5dfa867e86d53fac6f7e6f30c045673fa27b603c397753bebadc3008"},
+    {file = "kiwisolver-1.4.4-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e307eb9bd99801f82789b44bb45e9f541961831c7311521b13a6c85afc09767"},
+    {file = "kiwisolver-1.4.4-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1792d939ec70abe76f5054d3f36ed5656021dcad1322d1cc996d4e54165cef9"},
+    {file = "kiwisolver-1.4.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f6cb459eea32a4e2cf18ba5fcece2dbdf496384413bc1bae15583f19e567f3b2"},
+    {file = "kiwisolver-1.4.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:36dafec3d6d6088d34e2de6b85f9d8e2324eb734162fba59d2ba9ed7a2043d5b"},
+    {file = "kiwisolver-1.4.4.tar.gz", hash = "sha256:d41997519fcba4a1e46eb4a2fe31bc12f0ff957b2b81bac28db24744f333e955"},
+]
+
+[[package]]
+name = "lazy-loader"
+version = "0.3"
+description = "lazy_loader"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "lazy_loader-0.3-py3-none-any.whl", hash = "sha256:1e9e76ee8631e264c62ce10006718e80b2cfc74340d17d1031e0f84af7478554"},
+    {file = "lazy_loader-0.3.tar.gz", hash = "sha256:3b68898e34f5b2a29daaaac172c6555512d0f32074f147e2254e4a6d9d838f37"},
+]
+
+[package.extras]
+lint = ["pre-commit (>=3.3)"]
+test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
+
+[[package]]
+name = "librosa"
+version = "0.10.1"
+description = "Python module for audio and music processing"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "librosa-0.10.1-py3-none-any.whl", hash = "sha256:7ab91d9f5fcb75ea14848a05d3b1f825cf8d0c42ca160d19ae6874f2de2d8223"},
+    {file = "librosa-0.10.1.tar.gz", hash = "sha256:832f7d150d6dd08ed2aa08c0567a4be58330635c32ddd2208de9bc91300802c7"},
+]
+
+[package.dependencies]
+audioread = ">=2.1.9"
+decorator = ">=4.3.0"
+joblib = ">=0.14"
+lazy-loader = ">=0.1"
+msgpack = ">=1.0"
+numba = ">=0.51.0"
+numpy = ">=1.20.3,<1.22.0 || >1.22.0,<1.22.1 || >1.22.1,<1.22.2 || >1.22.2"
+pooch = ">=1.0"
+scikit-learn = ">=0.20.0"
+scipy = ">=1.2.0"
+soundfile = ">=0.12.1"
+soxr = ">=0.3.2"
+typing-extensions = ">=4.1.1"
+
+[package.extras]
+display = ["matplotlib (>=3.3.0)"]
+docs = ["ipython (>=7.0)", "matplotlib (>=3.3.0)", "mir-eval (>=0.5)", "numba (>=0.51)", "numpydoc", "presets", "sphinx (!=1.3.1)", "sphinx-gallery (>=0.7)", "sphinx-multiversion (>=0.2.3)", "sphinx-rtd-theme (>=1.2.0)", "sphinxcontrib-svg2pdfconverter"]
+tests = ["matplotlib (>=3.3.0)", "packaging (>=20.0)", "pytest", "pytest-cov", "pytest-mpl", "resampy (>=0.2.2)", "samplerate", "types-decorator"]
+
 [[package]]
 name = "light-the-torch"
 version = "0.7.5"
@@ -695,6 +1508,126 @@ files = [
 [package.dependencies]
 pip = ">=22.3,<23.3"
 
+[[package]]
+name = "lightning"
+version = "2.0.4"
+description = "Use Lightning Apps to build everything from production-ready, multi-cloud ML systems to simple research demos."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "lightning-2.0.4-py3-none-any.whl", hash = "sha256:812b3d59d153f4f47db5e4907310412439c5ff2c5899b8413652627372bc9131"},
+    {file = "lightning-2.0.4.tar.gz", hash = "sha256:f5f5ed75a657caa8931051590ed000d46bf1b8311ae89bb17a961c3f299dbf33"},
+]
+
+[package.dependencies]
+arrow = ">=1.2.0,<3.0"
+beautifulsoup4 = ">=4.8.0,<6.0"
+click = "<10.0"
+croniter = ">=1.3.0,<1.4.0"
+dateutils = "<2.0"
+deepdiff = ">=5.7.0,<8.0"
+fastapi = ">=0.92.0,<2.0"
+fsspec = [
+    {version = ">=2022.5.0,<2024.0"},
+    {version = ">2021.06.0,<2025.0", extras = ["http"]},
+]
+inquirer = ">=2.10.0,<5.0"
+Jinja2 = "<5.0"
+lightning-cloud = ">=0.5.34"
+lightning-utilities = ">=0.7.0,<2.0"
+numpy = ">=1.17.2,<3.0"
+packaging = ">=17.1,<25.0"
+psutil = "<7.0"
+pydantic = ">=1.7.4,<4.0"
+python-multipart = ">=0.0.5,<2.0"
+pytorch-lightning = "*"
+PyYAML = ">=5.4,<8.0"
+requests = "<4.0"
+rich = ">=12.3.0,<15.0"
+starlette = "*"
+starsessions = ">=1.2.1,<2.0"
+torch = ">=1.11.0,<4.0"
+torchmetrics = ">=0.7.0,<2.0"
+tqdm = ">=4.57.0,<6.0"
+traitlets = ">=5.3.0,<7.0"
+typing-extensions = ">=4.0.0,<6.0"
+urllib3 = "<4.0"
+uvicorn = "<2.0"
+websocket-client = "<3.0"
+websockets = "<12.0"
+
+[package.extras]
+all = ["aiohttp (>=3.8.0,<4.0)", "deepspeed (>=0.8.2,<1.0)", "docker (>=5.0.0,<7.0)", "gym[classic-control] (>=0.17.0,<1.0)", "hydra-core (>=1.0.5,<2.0)", "ipython[all] (<9.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "lightning-utilities (>=0.7.0,<1.0)", "lightning-utilities (>=0.8.0,<1.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "panel (>=1.0.0,<2.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "rich (>=12.3.0,<14.0)", "s3fs (>=2022.5.0,<2024.0)", "streamlit (>=1.13.0,<2.0)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+app-all = ["aiohttp (>=3.8.0,<4.0)", "docker (>=5.0.0,<7.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "panel (>=1.0.0,<2.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "s3fs (>=2022.5.0,<2024.0)", "streamlit (>=1.13.0,<2.0)"]
+app-cloud = ["docker (>=5.0.0,<7.0)", "redis (>=4.0.1,<5.0)", "s3fs (>=2022.5.0,<2024.0)"]
+app-components = ["aiohttp (>=3.8.0,<4.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "pytorch-lightning (>=1.9.0)"]
+app-dev = ["aiohttp (>=3.8.0,<4.0)", "coverage (==7.2.5)", "docker (>=5.0.0,<7.0)", "httpx (==0.24.1)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "panel (>=1.0.0,<2.0)", "playwright (==1.35.0)", "psutil", "pympler", "pytest (==7.3.1)", "pytest-asyncio (==0.21.0)", "pytest-cov (==4.0.0)", "pytest-doctestplus (>=0.9.0)", "pytest-rerunfailures (<12.0)", "pytest-timeout (==2.1.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "requests-mock", "s3fs (>=2022.5.0,<2024.0)", "setuptools (<68.0)", "streamlit (>=1.13.0,<2.0)", "trio (<0.22.0)"]
+app-extra = ["aiohttp (>=3.8.0,<4.0)", "docker (>=5.0.0,<7.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "panel (>=1.0.0,<2.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "s3fs (>=2022.5.0,<2024.0)", "streamlit (>=1.13.0,<2.0)"]
+app-test = ["coverage (==7.2.5)", "httpx (==0.24.1)", "playwright (==1.35.0)", "psutil", "pympler", "pytest (==7.3.1)", "pytest-asyncio (==0.21.0)", "pytest-cov (==4.0.0)", "pytest-doctestplus (>=0.9.0)", "pytest-rerunfailures (<12.0)", "pytest-timeout (==2.1.0)", "requests-mock", "setuptools (<68.0)", "trio (<0.22.0)"]
+app-ui = ["panel (>=1.0.0,<2.0)", "streamlit (>=1.13.0,<2.0)"]
+cloud = ["docker (>=5.0.0,<7.0)", "redis (>=4.0.1,<5.0)", "s3fs (>=2022.5.0,<2024.0)"]
+components = ["aiohttp (>=3.8.0,<4.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "pytorch-lightning (>=1.9.0)"]
+dev = ["aiohttp (>=3.8.0,<4.0)", "click (==8.1.3)", "cloudpickle (>=1.3,<3.0)", "coverage (==7.2.5)", "deepspeed (>=0.8.2,<1.0)", "docker (>=5.0.0,<7.0)", "fastapi (<1.0)", "gym[classic-control] (>=0.17.0,<1.0)", "httpx (==0.24.1)", "hydra-core (>=1.0.5,<2.0)", "ipython[all] (<9.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "lightning-utilities (>=0.7.0,<1.0)", "lightning-utilities (>=0.8.0,<1.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "onnx (<2.0)", "onnxruntime (<2.0)", "pandas (>1.0,<3.0)", "panel (>=1.0.0,<2.0)", "playwright (==1.35.0)", "protobuf (<=3.20.1)", "psutil", "psutil (<6.0)", "pympler", "pytest (==7.3.1)", "pytest-asyncio (==0.21.0)", "pytest-cov (==4.0.0)", "pytest-doctestplus (>=0.9.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (<12.0)", "pytest-rerunfailures (==10.3)", "pytest-timeout (==2.1.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "requests-mock", "rich (>=12.3.0,<14.0)", "s3fs (>=2022.5.0,<2024.0)", "scikit-learn (>0.22.1,<2.0)", "setuptools (<68.0)", "streamlit (>=1.13.0,<2.0)", "tensorboard (>=2.9.1,<3.0)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)", "trio (<0.22.0)", "uvicorn (<1.0)"]
+examples = ["gym[classic-control] (>=0.17.0,<1.0)", "ipython[all] (<9.0)", "lightning-utilities (>=0.7.0,<1.0)", "lightning-utilities (>=0.8.0,<1.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+extra = ["aiohttp (>=3.8.0,<4.0)", "docker (>=5.0.0,<7.0)", "hydra-core (>=1.0.5,<2.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "lightning-api-access (>=0.0.3)", "lightning-fabric (>=1.9.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "panel (>=1.0.0,<2.0)", "pytorch-lightning (>=1.9.0)", "redis (>=4.0.1,<5.0)", "rich (>=12.3.0,<14.0)", "s3fs (>=2022.5.0,<2024.0)", "streamlit (>=1.13.0,<2.0)", "tensorboardX (>=2.2,<3.0)"]
+fabric-all = ["deepspeed (>=0.8.2,<1.0)", "lightning-utilities (>=0.8.0,<1.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+fabric-dev = ["click (==8.1.3)", "coverage (==7.2.5)", "deepspeed (>=0.8.2,<1.0)", "lightning-utilities (>=0.8.0,<1.0)", "pytest (==7.3.1)", "pytest-cov (==4.0.0)", "pytest-rerunfailures (==10.3)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+fabric-examples = ["lightning-utilities (>=0.8.0,<1.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+fabric-strategies = ["deepspeed (>=0.8.2,<1.0)"]
+fabric-test = ["click (==8.1.3)", "coverage (==7.2.5)", "pytest (==7.3.1)", "pytest-cov (==4.0.0)", "pytest-rerunfailures (==10.3)", "tensorboardX (>=2.2,<3.0)"]
+pytorch-all = ["deepspeed (>=0.8.2,<1.0)", "gym[classic-control] (>=0.17.0,<1.0)", "hydra-core (>=1.0.5,<2.0)", "ipython[all] (<9.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "lightning-utilities (>=0.7.0,<1.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "rich (>=12.3.0,<14.0)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+pytorch-dev = ["cloudpickle (>=1.3,<3.0)", "coverage (==7.2.5)", "deepspeed (>=0.8.2,<1.0)", "fastapi (<1.0)", "gym[classic-control] (>=0.17.0,<1.0)", "hydra-core (>=1.0.5,<2.0)", "ipython[all] (<9.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "lightning-utilities (>=0.7.0,<1.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "onnx (<2.0)", "onnxruntime (<2.0)", "pandas (>1.0,<3.0)", "protobuf (<=3.20.1)", "psutil (<6.0)", "pytest (==7.3.1)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "rich (>=12.3.0,<14.0)", "scikit-learn (>0.22.1,<2.0)", "tensorboard (>=2.9.1,<3.0)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)", "uvicorn (<1.0)"]
+pytorch-examples = ["gym[classic-control] (>=0.17.0,<1.0)", "ipython[all] (<9.0)", "lightning-utilities (>=0.7.0,<1.0)", "torchmetrics (>=0.10.0,<1.0)", "torchvision (>=0.12.0,<1.0)"]
+pytorch-extra = ["hydra-core (>=1.0.5,<2.0)", "jsonargparse[signatures] (>=4.18.0,<5.0)", "matplotlib (>3.1,<4.0)", "omegaconf (>=2.0.5,<3.0)", "rich (>=12.3.0,<14.0)", "tensorboardX (>=2.2,<3.0)"]
+pytorch-strategies = ["deepspeed (>=0.8.2,<1.0)"]
+pytorch-test = ["cloudpickle (>=1.3,<3.0)", "coverage (==7.2.5)", "fastapi (<1.0)", "onnx (<2.0)", "onnxruntime (<2.0)", "pandas (>1.0,<3.0)", "protobuf (<=3.20.1)", "psutil (<6.0)", "pytest (==7.3.1)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "scikit-learn (>0.22.1,<2.0)", "tensorboard (>=2.9.1,<3.0)", "uvicorn (<1.0)"]
+strategies = ["deepspeed (>=0.8.2,<1.0)"]
+test = ["click (==8.1.3)", "cloudpickle (>=1.3,<3.0)", "coverage (==7.2.5)", "fastapi (<1.0)", "httpx (==0.24.1)", "onnx (<2.0)", "onnxruntime (<2.0)", "pandas (>1.0,<3.0)", "playwright (==1.35.0)", "protobuf (<=3.20.1)", "psutil", "psutil (<6.0)", "pympler", "pytest (==7.3.1)", "pytest-asyncio (==0.21.0)", "pytest-cov (==4.0.0)", "pytest-doctestplus (>=0.9.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (<12.0)", "pytest-rerunfailures (==10.3)", "pytest-timeout (==2.1.0)", "requests-mock", "scikit-learn (>0.22.1,<2.0)", "setuptools (<68.0)", "tensorboard (>=2.9.1,<3.0)", "tensorboardX (>=2.2,<3.0)", "trio (<0.22.0)", "uvicorn (<1.0)"]
+ui = ["panel (>=1.0.0,<2.0)", "streamlit (>=1.13.0,<2.0)"]
+
+[[package]]
+name = "lightning-cloud"
+version = "0.5.37"
+description = "Lightning Cloud"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "lightning_cloud-0.5.37-py3-none-any.whl", hash = "sha256:2556d1294b23f3cc3f047acd62cd0a26c2daa84896b0c34e46fa6b2a142848db"},
+    {file = "lightning_cloud-0.5.37.tar.gz", hash = "sha256:1e0d577e1696e3aef974c589c4bd1ed22c70a332750863a393ec3949166137e0"},
+]
+
+[package.dependencies]
+click = "*"
+fastapi = "*"
+pyjwt = "*"
+python-multipart = "*"
+requests = "*"
+rich = "*"
+six = "*"
+urllib3 = "*"
+uvicorn = "*"
+websocket-client = "*"
+
+[[package]]
+name = "lightning-utilities"
+version = "0.9.0"
+description = "PyTorch Lightning Sample project."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "lightning-utilities-0.9.0.tar.gz", hash = "sha256:efbf2c488c257f942abdfd06cf646fb84ca215a9663b60081811e22a15ee033b"},
+    {file = "lightning_utilities-0.9.0-py3-none-any.whl", hash = "sha256:918dd90c775719e3855631db6282ad75c14da4c5727c4cebdd1589d865fad03d"},
+]
+
+[package.dependencies]
+packaging = ">=17.1"
+typing-extensions = "*"
+
+[package.extras]
+cli = ["fire"]
+docs = ["requests (>=2.0.0)"]
+typing = ["mypy (>=1.0.0)"]
+
 [[package]]
 name = "lit"
 version = "16.0.6"
@@ -738,6 +1671,49 @@ files = [
     {file = "llvmlite-0.40.1.tar.gz", hash = "sha256:5cdb0d45df602099d833d50bd9e81353a5e036242d3c003c5b294fc61d1986b4"},
 ]
 
+[[package]]
+name = "mako"
+version = "1.2.4"
+description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Mako-1.2.4-py3-none-any.whl", hash = "sha256:c97c79c018b9165ac9922ae4f32da095ffd3c4e6872b45eded42926deea46818"},
+    {file = "Mako-1.2.4.tar.gz", hash = "sha256:d60a3903dc3bb01a18ad6a89cdbe2e4eadc69c0bc8ef1e3773ba53d44c3f7a34"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=0.9.2"
+
+[package.extras]
+babel = ["Babel"]
+lingua = ["lingua"]
+testing = ["pytest"]
+
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
@@ -797,6 +1773,78 @@ files = [
     {file = "MarkupSafe-2.1.3.tar.gz", hash = "sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad"},
 ]
 
+[[package]]
+name = "matplotlib"
+version = "3.7.2"
+description = "Python plotting package"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "matplotlib-3.7.2-cp310-cp310-macosx_10_12_universal2.whl", hash = "sha256:2699f7e73a76d4c110f4f25be9d2496d6ab4f17345307738557d345f099e07de"},
+    {file = "matplotlib-3.7.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a8035ba590658bae7562786c9cc6ea1a84aa49d3afab157e414c9e2ea74f496d"},
+    {file = "matplotlib-3.7.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2f8e4a49493add46ad4a8c92f63e19d548b2b6ebbed75c6b4c7f46f57d36cdd1"},
+    {file = "matplotlib-3.7.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71667eb2ccca4c3537d9414b1bc00554cb7f91527c17ee4ec38027201f8f1603"},
+    {file = "matplotlib-3.7.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:152ee0b569a37630d8628534c628456b28686e085d51394da6b71ef84c4da201"},
+    {file = "matplotlib-3.7.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:070f8dddd1f5939e60aacb8fa08f19551f4b0140fab16a3669d5cd6e9cb28fc8"},
+    {file = "matplotlib-3.7.2-cp310-cp310-win32.whl", hash = "sha256:fdbb46fad4fb47443b5b8ac76904b2e7a66556844f33370861b4788db0f8816a"},
+    {file = "matplotlib-3.7.2-cp310-cp310-win_amd64.whl", hash = "sha256:23fb1750934e5f0128f9423db27c474aa32534cec21f7b2153262b066a581fd1"},
+    {file = "matplotlib-3.7.2-cp311-cp311-macosx_10_12_universal2.whl", hash = "sha256:30e1409b857aa8a747c5d4f85f63a79e479835f8dffc52992ac1f3f25837b544"},
+    {file = "matplotlib-3.7.2-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:50e0a55ec74bf2d7a0ebf50ac580a209582c2dd0f7ab51bc270f1b4a0027454e"},
+    {file = "matplotlib-3.7.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ac60daa1dc83e8821eed155796b0f7888b6b916cf61d620a4ddd8200ac70cd64"},
+    {file = "matplotlib-3.7.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:305e3da477dc8607336ba10bac96986d6308d614706cae2efe7d3ffa60465b24"},
+    {file = "matplotlib-3.7.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1c308b255efb9b06b23874236ec0f10f026673ad6515f602027cc8ac7805352d"},
+    {file = "matplotlib-3.7.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60c521e21031632aa0d87ca5ba0c1c05f3daacadb34c093585a0be6780f698e4"},
+    {file = "matplotlib-3.7.2-cp311-cp311-win32.whl", hash = "sha256:26bede320d77e469fdf1bde212de0ec889169b04f7f1179b8930d66f82b30cbc"},
+    {file = "matplotlib-3.7.2-cp311-cp311-win_amd64.whl", hash = "sha256:af4860132c8c05261a5f5f8467f1b269bf1c7c23902d75f2be57c4a7f2394b3e"},
+    {file = "matplotlib-3.7.2-cp38-cp38-macosx_10_12_universal2.whl", hash = "sha256:a1733b8e84e7e40a9853e505fe68cc54339f97273bdfe6f3ed980095f769ddc7"},
+    {file = "matplotlib-3.7.2-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:d9881356dc48e58910c53af82b57183879129fa30492be69058c5b0d9fddf391"},
+    {file = "matplotlib-3.7.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f081c03f413f59390a80b3e351cc2b2ea0205839714dbc364519bcf51f4b56ca"},
+    {file = "matplotlib-3.7.2-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:1cd120fca3407a225168238b790bd5c528f0fafde6172b140a2f3ab7a4ea63e9"},
+    {file = "matplotlib-3.7.2-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a2c1590b90aa7bd741b54c62b78de05d4186271e34e2377e0289d943b3522273"},
+    {file = "matplotlib-3.7.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d2ff3c984b8a569bc1383cd468fc06b70d7b59d5c2854ca39f1436ae8394117"},
+    {file = "matplotlib-3.7.2-cp38-cp38-win32.whl", hash = "sha256:5dea00b62d28654b71ca92463656d80646675628d0828e08a5f3b57e12869e13"},
+    {file = "matplotlib-3.7.2-cp38-cp38-win_amd64.whl", hash = "sha256:0f506a1776ee94f9e131af1ac6efa6e5bc7cb606a3e389b0ccb6e657f60bb676"},
+    {file = "matplotlib-3.7.2-cp39-cp39-macosx_10_12_universal2.whl", hash = "sha256:6515e878f91894c2e4340d81f0911857998ccaf04dbc1bba781e3d89cbf70608"},
+    {file = "matplotlib-3.7.2-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:71f7a8c6b124e904db550f5b9fe483d28b896d4135e45c4ea381ad3b8a0e3256"},
+    {file = "matplotlib-3.7.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:12f01b92ecd518e0697da4d97d163b2b3aa55eb3eb4e2c98235b3396d7dad55f"},
+    {file = "matplotlib-3.7.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a7e28d6396563955f7af437894a36bf2b279462239a41028323e04b85179058b"},
+    {file = "matplotlib-3.7.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dbcf59334ff645e6a67cd5f78b4b2cdb76384cdf587fa0d2dc85f634a72e1a3e"},
+    {file = "matplotlib-3.7.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:318c89edde72ff95d8df67d82aca03861240512994a597a435a1011ba18dbc7f"},
+    {file = "matplotlib-3.7.2-cp39-cp39-win32.whl", hash = "sha256:ce55289d5659b5b12b3db4dc9b7075b70cef5631e56530f14b2945e8836f2d20"},
+    {file = "matplotlib-3.7.2-cp39-cp39-win_amd64.whl", hash = "sha256:2ecb5be2b2815431c81dc115667e33da0f5a1bcf6143980d180d09a717c4a12e"},
+    {file = "matplotlib-3.7.2-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:fdcd28360dbb6203fb5219b1a5658df226ac9bebc2542a9e8f457de959d713d0"},
+    {file = "matplotlib-3.7.2-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0c3cca3e842b11b55b52c6fb8bd6a4088693829acbfcdb3e815fa9b7d5c92c1b"},
+    {file = "matplotlib-3.7.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ebf577c7a6744e9e1bd3fee45fc74a02710b214f94e2bde344912d85e0c9af7c"},
+    {file = "matplotlib-3.7.2-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:936bba394682049919dda062d33435b3be211dc3dcaa011e09634f060ec878b2"},
+    {file = "matplotlib-3.7.2-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:bc221ffbc2150458b1cd71cdd9ddd5bb37962b036e41b8be258280b5b01da1dd"},
+    {file = "matplotlib-3.7.2-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:35d74ebdb3f71f112b36c2629cf32323adfbf42679e2751252acd468f5001c07"},
+    {file = "matplotlib-3.7.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:717157e61b3a71d3d26ad4e1770dc85156c9af435659a25ee6407dc866cb258d"},
+    {file = "matplotlib-3.7.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:20f844d6be031948148ba49605c8b96dfe7d3711d1b63592830d650622458c11"},
+    {file = "matplotlib-3.7.2.tar.gz", hash = "sha256:a8cdb91dddb04436bd2f098b8fdf4b81352e68cf4d2c6756fcc414791076569b"},
+]
+
+[package.dependencies]
+contourpy = ">=1.0.1"
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.0.1"
+numpy = ">=1.20"
+packaging = ">=20.0"
+pillow = ">=6.2.0"
+pyparsing = ">=2.3.1,<3.1"
+python-dateutil = ">=2.7"
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "more-itertools"
 version = "10.1.0"
@@ -825,6 +1873,78 @@ docs = ["sphinx"]
 gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
+[[package]]
+name = "msgpack"
+version = "1.0.5"
+description = "MessagePack serializer"
+optional = false
+python-versions = "*"
+files = [
+    {file = "msgpack-1.0.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:525228efd79bb831cf6830a732e2e80bc1b05436b086d4264814b4b2955b2fa9"},
+    {file = "msgpack-1.0.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4f8d8b3bf1ff2672567d6b5c725a1b347fe838b912772aa8ae2bf70338d5a198"},
+    {file = "msgpack-1.0.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cdc793c50be3f01106245a61b739328f7dccc2c648b501e237f0699fe1395b81"},
+    {file = "msgpack-1.0.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5cb47c21a8a65b165ce29f2bec852790cbc04936f502966768e4aae9fa763cb7"},
+    {file = "msgpack-1.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e42b9594cc3bf4d838d67d6ed62b9e59e201862a25e9a157019e171fbe672dd3"},
+    {file = "msgpack-1.0.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:55b56a24893105dc52c1253649b60f475f36b3aa0fc66115bffafb624d7cb30b"},
+    {file = "msgpack-1.0.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:1967f6129fc50a43bfe0951c35acbb729be89a55d849fab7686004da85103f1c"},
+    {file = "msgpack-1.0.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:20a97bf595a232c3ee6d57ddaadd5453d174a52594bf9c21d10407e2a2d9b3bd"},
+    {file = "msgpack-1.0.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d25dd59bbbbb996eacf7be6b4ad082ed7eacc4e8f3d2df1ba43822da9bfa122a"},
+    {file = "msgpack-1.0.5-cp310-cp310-win32.whl", hash = "sha256:382b2c77589331f2cb80b67cc058c00f225e19827dbc818d700f61513ab47bea"},
+    {file = "msgpack-1.0.5-cp310-cp310-win_amd64.whl", hash = "sha256:4867aa2df9e2a5fa5f76d7d5565d25ec76e84c106b55509e78c1ede0f152659a"},
+    {file = "msgpack-1.0.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:9f5ae84c5c8a857ec44dc180a8b0cc08238e021f57abdf51a8182e915e6299f0"},
+    {file = "msgpack-1.0.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9e6ca5d5699bcd89ae605c150aee83b5321f2115695e741b99618f4856c50898"},
+    {file = "msgpack-1.0.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5494ea30d517a3576749cad32fa27f7585c65f5f38309c88c6d137877fa28a5a"},
+    {file = "msgpack-1.0.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ab2f3331cb1b54165976a9d976cb251a83183631c88076613c6c780f0d6e45a"},
+    {file = "msgpack-1.0.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28592e20bbb1620848256ebc105fc420436af59515793ed27d5c77a217477705"},
+    {file = "msgpack-1.0.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fe5c63197c55bce6385d9aee16c4d0641684628f63ace85f73571e65ad1c1e8d"},
+    {file = "msgpack-1.0.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ed40e926fa2f297e8a653c954b732f125ef97bdd4c889f243182299de27e2aa9"},
+    {file = "msgpack-1.0.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:b2de4c1c0538dcb7010902a2b97f4e00fc4ddf2c8cda9749af0e594d3b7fa3d7"},
+    {file = "msgpack-1.0.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:bf22a83f973b50f9d38e55c6aade04c41ddda19b00c4ebc558930d78eecc64ed"},
+    {file = "msgpack-1.0.5-cp311-cp311-win32.whl", hash = "sha256:c396e2cc213d12ce017b686e0f53497f94f8ba2b24799c25d913d46c08ec422c"},
+    {file = "msgpack-1.0.5-cp311-cp311-win_amd64.whl", hash = "sha256:6c4c68d87497f66f96d50142a2b73b97972130d93677ce930718f68828b382e2"},
+    {file = "msgpack-1.0.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:a2b031c2e9b9af485d5e3c4520f4220d74f4d222a5b8dc8c1a3ab9448ca79c57"},
+    {file = "msgpack-1.0.5-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f837b93669ce4336e24d08286c38761132bc7ab29782727f8557e1eb21b2080"},
+    {file = "msgpack-1.0.5-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1d46dfe3832660f53b13b925d4e0fa1432b00f5f7210eb3ad3bb9a13c6204a6"},
+    {file = "msgpack-1.0.5-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:366c9a7b9057e1547f4ad51d8facad8b406bab69c7d72c0eb6f529cf76d4b85f"},
+    {file = "msgpack-1.0.5-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:4c075728a1095efd0634a7dccb06204919a2f67d1893b6aa8e00497258bf926c"},
+    {file = "msgpack-1.0.5-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:f933bbda5a3ee63b8834179096923b094b76f0c7a73c1cfe8f07ad608c58844b"},
+    {file = "msgpack-1.0.5-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:36961b0568c36027c76e2ae3ca1132e35123dcec0706c4b7992683cc26c1320c"},
+    {file = "msgpack-1.0.5-cp36-cp36m-win32.whl", hash = "sha256:b5ef2f015b95f912c2fcab19c36814963b5463f1fb9049846994b007962743e9"},
+    {file = "msgpack-1.0.5-cp36-cp36m-win_amd64.whl", hash = "sha256:288e32b47e67f7b171f86b030e527e302c91bd3f40fd9033483f2cacc37f327a"},
+    {file = "msgpack-1.0.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:137850656634abddfb88236008339fdaba3178f4751b28f270d2ebe77a563b6c"},
+    {file = "msgpack-1.0.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c05a4a96585525916b109bb85f8cb6511db1c6f5b9d9cbcbc940dc6b4be944b"},
+    {file = "msgpack-1.0.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56a62ec00b636583e5cb6ad313bbed36bb7ead5fa3a3e38938503142c72cba4f"},
+    {file = "msgpack-1.0.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ef8108f8dedf204bb7b42994abf93882da1159728a2d4c5e82012edd92c9da9f"},
+    {file = "msgpack-1.0.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:1835c84d65f46900920b3708f5ba829fb19b1096c1800ad60bae8418652a951d"},
+    {file = "msgpack-1.0.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:e57916ef1bd0fee4f21c4600e9d1da352d8816b52a599c46460e93a6e9f17086"},
+    {file = "msgpack-1.0.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:17358523b85973e5f242ad74aa4712b7ee560715562554aa2134d96e7aa4cbbf"},
+    {file = "msgpack-1.0.5-cp37-cp37m-win32.whl", hash = "sha256:cb5aaa8c17760909ec6cb15e744c3ebc2ca8918e727216e79607b7bbce9c8f77"},
+    {file = "msgpack-1.0.5-cp37-cp37m-win_amd64.whl", hash = "sha256:ab31e908d8424d55601ad7075e471b7d0140d4d3dd3272daf39c5c19d936bd82"},
+    {file = "msgpack-1.0.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:b72d0698f86e8d9ddf9442bdedec15b71df3598199ba33322d9711a19f08145c"},
+    {file = "msgpack-1.0.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:379026812e49258016dd84ad79ac8446922234d498058ae1d415f04b522d5b2d"},
+    {file = "msgpack-1.0.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:332360ff25469c346a1c5e47cbe2a725517919892eda5cfaffe6046656f0b7bb"},
+    {file = "msgpack-1.0.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:476a8fe8fae289fdf273d6d2a6cb6e35b5a58541693e8f9f019bfe990a51e4ba"},
+    {file = "msgpack-1.0.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9985b214f33311df47e274eb788a5893a761d025e2b92c723ba4c63936b69b1"},
+    {file = "msgpack-1.0.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:48296af57cdb1d885843afd73c4656be5c76c0c6328db3440c9601a98f303d87"},
+    {file = "msgpack-1.0.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:addab7e2e1fcc04bd08e4eb631c2a90960c340e40dfc4a5e24d2ff0d5a3b3edb"},
+    {file = "msgpack-1.0.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:916723458c25dfb77ff07f4c66aed34e47503b2eb3188b3adbec8d8aa6e00f48"},
+    {file = "msgpack-1.0.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:821c7e677cc6acf0fd3f7ac664c98803827ae6de594a9f99563e48c5a2f27eb0"},
+    {file = "msgpack-1.0.5-cp38-cp38-win32.whl", hash = "sha256:1c0f7c47f0087ffda62961d425e4407961a7ffd2aa004c81b9c07d9269512f6e"},
+    {file = "msgpack-1.0.5-cp38-cp38-win_amd64.whl", hash = "sha256:bae7de2026cbfe3782c8b78b0db9cbfc5455e079f1937cb0ab8d133496ac55e1"},
+    {file = "msgpack-1.0.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:20c784e66b613c7f16f632e7b5e8a1651aa5702463d61394671ba07b2fc9e025"},
+    {file = "msgpack-1.0.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:266fa4202c0eb94d26822d9bfd7af25d1e2c088927fe8de9033d929dd5ba24c5"},
+    {file = "msgpack-1.0.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:18334484eafc2b1aa47a6d42427da7fa8f2ab3d60b674120bce7a895a0a85bdd"},
+    {file = "msgpack-1.0.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:57e1f3528bd95cc44684beda696f74d3aaa8a5e58c816214b9046512240ef437"},
+    {file = "msgpack-1.0.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:586d0d636f9a628ddc6a17bfd45aa5b5efaf1606d2b60fa5d87b8986326e933f"},
+    {file = "msgpack-1.0.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a740fa0e4087a734455f0fc3abf5e746004c9da72fbd541e9b113013c8dc3282"},
+    {file = "msgpack-1.0.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:3055b0455e45810820db1f29d900bf39466df96ddca11dfa6d074fa47054376d"},
+    {file = "msgpack-1.0.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a61215eac016f391129a013c9e46f3ab308db5f5ec9f25811e811f96962599a8"},
+    {file = "msgpack-1.0.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:362d9655cd369b08fda06b6657a303eb7172d5279997abe094512e919cf74b11"},
+    {file = "msgpack-1.0.5-cp39-cp39-win32.whl", hash = "sha256:ac9dd47af78cae935901a9a500104e2dea2e253207c924cc95de149606dc43cc"},
+    {file = "msgpack-1.0.5-cp39-cp39-win_amd64.whl", hash = "sha256:06f5174b5f8ed0ed919da0e62cbd4ffde676a374aba4020034da05fab67b9164"},
+    {file = "msgpack-1.0.5.tar.gz", hash = "sha256:c075544284eadc5cddc70f4757331d99dcbc16b2bbd4849d15f8aae4cf36d31c"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.0.4"
@@ -1000,6 +2120,21 @@ files = [
     {file = "numpy-1.24.4.tar.gz", hash = "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463"},
 ]
 
+[[package]]
+name = "omegaconf"
+version = "2.3.0"
+description = "A flexible configuration library"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "omegaconf-2.3.0-py3-none-any.whl", hash = "sha256:7b4df175cdb08ba400f45cae3bdcae7ba8365db4d165fc65fd04b050ab63b46b"},
+    {file = "omegaconf-2.3.0.tar.gz", hash = "sha256:d5d4b6d29955cc50ad50c46dc269bcd92c6e00f5f90d23ab5fee7bfca4ba4cc7"},
+]
+
+[package.dependencies]
+antlr4-python3-runtime = "==4.9.*"
+PyYAML = ">=5.1.0"
+
 [[package]]
 name = "openai-whisper"
 version = "20230314"
@@ -1027,6 +2162,49 @@ url = "https://github.com/openai/whisper.git"
 reference = "HEAD"
 resolved_reference = "e8622f9afc4eba139bf796c210f5c01081000472"
 
+[[package]]
+name = "optuna"
+version = "3.3.0"
+description = "A hyperparameter optimization framework"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "optuna-3.3.0-py3-none-any.whl", hash = "sha256:3eefaed56a5fabf442036d51ef2001dbabfbe1a8ce33bc0c6b61ff5d15b30c82"},
+    {file = "optuna-3.3.0.tar.gz", hash = "sha256:76126c6e52354892488e75fc7743eaddcd397c5aba8fa1f964a1c5b5f942eaf6"},
+]
+
+[package.dependencies]
+alembic = ">=1.5.0"
+cmaes = ">=0.10.0"
+colorlog = "*"
+numpy = "*"
+packaging = ">=20.0"
+PyYAML = "*"
+sqlalchemy = ">=1.3.0"
+tqdm = "*"
+
+[package.extras]
+benchmark = ["asv (>=0.5.0)", "botorch", "cma", "scikit-optimize", "virtualenv"]
+checking = ["black", "blackdoc", "flake8", "isort", "mypy", "mypy-boto3-s3", "types-PyYAML", "types-redis", "types-setuptools", "types-tqdm", "typing-extensions (>=3.10.0.0)"]
+document = ["botorch", "cma", "distributed", "fvcore", "lightgbm", "matplotlib (!=3.6.0)", "mlflow", "pandas", "pillow", "plotly (>=4.9.0)", "scikit-learn", "scikit-optimize", "sphinx", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "sphinx-rtd-theme (>=1.2.0)", "torch", "torchaudio", "torchvision"]
+integration = ["botorch (>=0.4.0)", "catboost (>=0.26)", "catboost (>=0.26,<1.2)", "cma", "distributed", "fastai", "lightgbm", "mlflow", "pandas", "pytorch-ignite", "pytorch-lightning (>=1.6.0)", "scikit-learn (>=0.24.2)", "scikit-optimize", "shap", "tensorflow", "torch", "torchaudio", "torchvision", "wandb", "xgboost"]
+optional = ["boto3", "botorch", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)"]
+test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)"]
+
+[[package]]
+name = "ordered-set"
+version = "4.1.0"
+description = "An OrderedSet is a custom MutableSet that remembers its order, so that every"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ordered-set-4.1.0.tar.gz", hash = "sha256:694a8e44c87657c59292ede72891eb91d34131f6531463aab3009191c77364a8"},
+    {file = "ordered_set-4.1.0-py3-none-any.whl", hash = "sha256:046e1132c71fcf3330438a539928932caf51ddbc582496833e23de611de14562"},
+]
+
+[package.extras]
+dev = ["black", "mypy", "pytest"]
+
 [[package]]
 name = "orjson"
 version = "3.9.5"
@@ -1096,6 +2274,83 @@ files = [
     {file = "orjson-3.9.5.tar.gz", hash = "sha256:6daf5ee0b3cf530b9978cdbf71024f1c16ed4a67d05f6ec435c6e7fe7a52724c"},
 ]
 
+[[package]]
+name = "packaging"
+version = "23.1"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "packaging-23.1-py3-none-any.whl", hash = "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61"},
+    {file = "packaging-23.1.tar.gz", hash = "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"},
+]
+
+[[package]]
+name = "pandas"
+version = "2.0.3"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pandas-2.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e4c7c9f27a4185304c7caf96dc7d91bc60bc162221152de697c98eb0b2648dd8"},
+    {file = "pandas-2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f"},
+    {file = "pandas-2.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce0c6f76a0f1ba361551f3e6dceaff06bde7514a374aa43e33b588ec10420183"},
+    {file = "pandas-2.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba619e410a21d8c387a1ea6e8a0e49bb42216474436245718d7f2e88a2f8d7c0"},
+    {file = "pandas-2.0.3-cp310-cp310-win32.whl", hash = "sha256:3ef285093b4fe5058eefd756100a367f27029913760773c8bf1d2d8bebe5d210"},
+    {file = "pandas-2.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:9ee1a69328d5c36c98d8e74db06f4ad518a1840e8ccb94a4ba86920986bb617e"},
+    {file = "pandas-2.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b084b91d8d66ab19f5bb3256cbd5ea661848338301940e17f4492b2ce0801fe8"},
+    {file = "pandas-2.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:37673e3bdf1551b95bf5d4ce372b37770f9529743d2498032439371fc7b7eb26"},
+    {file = "pandas-2.0.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9cb1e14fdb546396b7e1b923ffaeeac24e4cedd14266c3497216dd4448e4f2d"},
+    {file = "pandas-2.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9cd88488cceb7635aebb84809d087468eb33551097d600c6dad13602029c2df"},
+    {file = "pandas-2.0.3-cp311-cp311-win32.whl", hash = "sha256:694888a81198786f0e164ee3a581df7d505024fbb1f15202fc7db88a71d84ebd"},
+    {file = "pandas-2.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:6a21ab5c89dcbd57f78d0ae16630b090eec626360085a4148693def5452d8a6b"},
+    {file = "pandas-2.0.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9e4da0d45e7f34c069fe4d522359df7d23badf83abc1d1cef398895822d11061"},
+    {file = "pandas-2.0.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:32fca2ee1b0d93dd71d979726b12b61faa06aeb93cf77468776287f41ff8fdc5"},
+    {file = "pandas-2.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:258d3624b3ae734490e4d63c430256e716f488c4fcb7c8e9bde2d3aa46c29089"},
+    {file = "pandas-2.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9eae3dc34fa1aa7772dd3fc60270d13ced7346fcbcfee017d3132ec625e23bb0"},
+    {file = "pandas-2.0.3-cp38-cp38-win32.whl", hash = "sha256:f3421a7afb1a43f7e38e82e844e2bca9a6d793d66c1a7f9f0ff39a795bbc5e02"},
+    {file = "pandas-2.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:69d7f3884c95da3a31ef82b7618af5710dba95bb885ffab339aad925c3e8ce78"},
+    {file = "pandas-2.0.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5247fb1ba347c1261cbbf0fcfba4a3121fbb4029d95d9ef4dc45406620b25c8b"},
+    {file = "pandas-2.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:81af086f4543c9d8bb128328b5d32e9986e0c84d3ee673a2ac6fb57fd14f755e"},
+    {file = "pandas-2.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1994c789bf12a7c5098277fb43836ce090f1073858c10f9220998ac74f37c69b"},
+    {file = "pandas-2.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ec591c48e29226bcbb316e0c1e9423622bc7a4eaf1ef7c3c9fa1a3981f89641"},
+    {file = "pandas-2.0.3-cp39-cp39-win32.whl", hash = "sha256:04dbdbaf2e4d46ca8da896e1805bc04eb85caa9a82e259e8eed00254d5e0c682"},
+    {file = "pandas-2.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:1168574b036cd8b93abc746171c9b4f1b83467438a5e45909fed645cf8692dbc"},
+    {file = "pandas-2.0.3.tar.gz", hash = "sha256:c02f372a88e0d17f36d3093a644c73cfc1788e876a7c4bcb4020a77512e2043c"},
+]
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+]
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.1"
+
+[package.extras]
+all = ["PyQt5 (>=5.15.1)", "SQLAlchemy (>=1.4.16)", "beautifulsoup4 (>=4.9.3)", "bottleneck (>=1.3.2)", "brotlipy (>=0.7.0)", "fastparquet (>=0.6.3)", "fsspec (>=2021.07.0)", "gcsfs (>=2021.07.0)", "html5lib (>=1.1)", "hypothesis (>=6.34.2)", "jinja2 (>=3.0.0)", "lxml (>=4.6.3)", "matplotlib (>=3.6.1)", "numba (>=0.53.1)", "numexpr (>=2.7.3)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pandas-gbq (>=0.15.0)", "psycopg2 (>=2.8.6)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.2)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)", "python-snappy (>=0.6.0)", "pyxlsb (>=1.0.8)", "qtpy (>=2.2.0)", "s3fs (>=2021.08.0)", "scipy (>=1.7.1)", "tables (>=3.6.1)", "tabulate (>=0.8.9)", "xarray (>=0.21.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)", "zstandard (>=0.15.2)"]
+aws = ["s3fs (>=2021.08.0)"]
+clipboard = ["PyQt5 (>=5.15.1)", "qtpy (>=2.2.0)"]
+compression = ["brotlipy (>=0.7.0)", "python-snappy (>=0.6.0)", "zstandard (>=0.15.2)"]
+computation = ["scipy (>=1.7.1)", "xarray (>=0.21.0)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pyxlsb (>=1.0.8)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)"]
+feather = ["pyarrow (>=7.0.0)"]
+fss = ["fsspec (>=2021.07.0)"]
+gcp = ["gcsfs (>=2021.07.0)", "pandas-gbq (>=0.15.0)"]
+hdf5 = ["tables (>=3.6.1)"]
+html = ["beautifulsoup4 (>=4.9.3)", "html5lib (>=1.1)", "lxml (>=4.6.3)"]
+mysql = ["SQLAlchemy (>=1.4.16)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.0.0)", "tabulate (>=0.8.9)"]
+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.2)", "numba (>=0.53.1)", "numexpr (>=2.7.1)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.16)", "psycopg2 (>=2.8.6)"]
+spss = ["pyreadstat (>=1.1.2)"]
+sql-other = ["SQLAlchemy (>=1.4.16)"]
+test = ["hypothesis (>=6.34.2)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.6.3)"]
+
 [[package]]
 name = "pillow"
 version = "10.0.0"
@@ -1176,6 +2431,101 @@ files = [
     {file = "pip-23.2.1.tar.gz", hash = "sha256:fb0bd5435b3200c602b5bf61d2d43c2f13c02e29c1707567ae7fbc514eb9faf2"},
 ]
 
+[[package]]
+name = "platformdirs"
+version = "3.10.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "platformdirs-3.10.0-py3-none-any.whl", hash = "sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d"},
+    {file = "platformdirs-3.10.0.tar.gz", hash = "sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+
+[[package]]
+name = "pooch"
+version = "1.7.0"
+description = "\"Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks.\""
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pooch-1.7.0-py3-none-any.whl", hash = "sha256:74258224fc33d58f53113cf955e8d51bf01386b91492927d0d1b6b341a765ad7"},
+    {file = "pooch-1.7.0.tar.gz", hash = "sha256:f174a1041b6447f0eef8860f76d17f60ed2f857dc0efa387a7f08228af05d998"},
+]
+
+[package.dependencies]
+packaging = ">=20.0"
+platformdirs = ">=2.5.0"
+requests = ">=2.19.0"
+
+[package.extras]
+progress = ["tqdm (>=4.41.0,<5.0.0)"]
+sftp = ["paramiko (>=2.7.0)"]
+xxhash = ["xxhash (>=1.4.3)"]
+
+[[package]]
+name = "primepy"
+version = "1.3"
+description = "This module contains several useful functions to work with prime numbers. from primePy import primes"
+optional = false
+python-versions = "*"
+files = [
+    {file = "primePy-1.3-py3-none-any.whl", hash = "sha256:5ed443718765be9bf7e2ff4c56cdff71b42140a15b39d054f9d99f0009e2317a"},
+    {file = "primePy-1.3.tar.gz", hash = "sha256:25fd7e25344b0789a5984c75d89f054fcf1f180bef20c998e4befbac92de4669"},
+]
+
+[[package]]
+name = "protobuf"
+version = "4.24.1"
+description = ""
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "protobuf-4.24.1-cp310-abi3-win32.whl", hash = "sha256:d414199ca605eeb498adc4d2ba82aedc0379dca4a7c364ff9bc9a179aa28e71b"},
+    {file = "protobuf-4.24.1-cp310-abi3-win_amd64.whl", hash = "sha256:5906c5e79ff50fe38b2d49d37db5874e3c8010826f2362f79996d83128a8ed9b"},
+    {file = "protobuf-4.24.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:970c701ee16788d74f3de20938520d7a0aebc7e4fff37096a48804c80d2908cf"},
+    {file = "protobuf-4.24.1-cp37-abi3-manylinux2014_aarch64.whl", hash = "sha256:fc361148e902949dcb953bbcb148c99fe8f8854291ad01107e4120361849fd0e"},
+    {file = "protobuf-4.24.1-cp37-abi3-manylinux2014_x86_64.whl", hash = "sha256:5d32363d14aca6e5c9e9d5918ad8fb65b091b6df66740ae9de50ac3916055e43"},
+    {file = "protobuf-4.24.1-cp37-cp37m-win32.whl", hash = "sha256:df015c47d6855b8efa0b9be706c70bf7f050a4d5ac6d37fb043fbd95157a0e25"},
+    {file = "protobuf-4.24.1-cp37-cp37m-win_amd64.whl", hash = "sha256:d4af4fd9e9418e819be30f8df2a16e72fbad546a7576ac7f3653be92a6966d30"},
+    {file = "protobuf-4.24.1-cp38-cp38-win32.whl", hash = "sha256:302e8752c760549ed4c7a508abc86b25d46553c81989343782809e1a062a2ef9"},
+    {file = "protobuf-4.24.1-cp38-cp38-win_amd64.whl", hash = "sha256:06437f0d4bb0d5f29e3d392aba69600188d4be5ad1e0a3370e581a9bf75a3081"},
+    {file = "protobuf-4.24.1-cp39-cp39-win32.whl", hash = "sha256:0b2b224e9541fe9f046dd7317d05f08769c332b7e4c54d93c7f0f372dedb0b1a"},
+    {file = "protobuf-4.24.1-cp39-cp39-win_amd64.whl", hash = "sha256:bd39b9094a4cc003a1f911b847ab379f89059f478c0b611ba1215053e295132e"},
+    {file = "protobuf-4.24.1-py3-none-any.whl", hash = "sha256:55dd644adc27d2a624339332755fe077c7f26971045b469ebb9732a69ce1f2ca"},
+    {file = "protobuf-4.24.1.tar.gz", hash = "sha256:44837a5ed9c9418ad5d502f89f28ba102e9cd172b6668bc813f21716f9273348"},
+]
+
+[[package]]
+name = "psutil"
+version = "5.9.5"
+description = "Cross-platform lib for process and system monitoring in Python."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "psutil-5.9.5-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:be8929ce4313f9f8146caad4272f6abb8bf99fc6cf59344a3167ecd74f4f203f"},
+    {file = "psutil-5.9.5-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:ab8ed1a1d77c95453db1ae00a3f9c50227ebd955437bcf2a574ba8adbf6a74d5"},
+    {file = "psutil-5.9.5-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:4aef137f3345082a3d3232187aeb4ac4ef959ba3d7c10c33dd73763fbc063da4"},
+    {file = "psutil-5.9.5-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:ea8518d152174e1249c4f2a1c89e3e6065941df2fa13a1ab45327716a23c2b48"},
+    {file = "psutil-5.9.5-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:acf2aef9391710afded549ff602b5887d7a2349831ae4c26be7c807c0a39fac4"},
+    {file = "psutil-5.9.5-cp27-none-win32.whl", hash = "sha256:5b9b8cb93f507e8dbaf22af6a2fd0ccbe8244bf30b1baad6b3954e935157ae3f"},
+    {file = "psutil-5.9.5-cp27-none-win_amd64.whl", hash = "sha256:8c5f7c5a052d1d567db4ddd231a9d27a74e8e4a9c3f44b1032762bd7b9fdcd42"},
+    {file = "psutil-5.9.5-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:3c6f686f4225553615612f6d9bc21f1c0e305f75d7d8454f9b46e901778e7217"},
+    {file = "psutil-5.9.5-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7a7dd9997128a0d928ed4fb2c2d57e5102bb6089027939f3b722f3a210f9a8da"},
+    {file = "psutil-5.9.5-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89518112647f1276b03ca97b65cc7f64ca587b1eb0278383017c2a0dcc26cbe4"},
+    {file = "psutil-5.9.5-cp36-abi3-win32.whl", hash = "sha256:104a5cc0e31baa2bcf67900be36acde157756b9c44017b86b2c049f11957887d"},
+    {file = "psutil-5.9.5-cp36-abi3-win_amd64.whl", hash = "sha256:b258c0c1c9d145a1d5ceffab1134441c4c5113b2417fafff7315a917a026c3c9"},
+    {file = "psutil-5.9.5-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:c607bb3b57dc779d55e1554846352b4e358c10fff3abf3514a7a6601beebdb30"},
+    {file = "psutil-5.9.5.tar.gz", hash = "sha256:5410638e4df39c54d957fc51ce03048acd8e6d60abc0f5107af51e5fb566eb3c"},
+]
+
+[package.extras]
+test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+
 [[package]]
 name = "py-cpuinfo"
 version = "9.0.0"
@@ -1187,6 +2537,150 @@ files = [
     {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
 ]
 
+[[package]]
+name = "pyannote.audio"
+version = "2.1.1"
+description = "Neural building blocks for speaker diarization"
+optional = false
+python-versions = ">=3.7"
+files = []
+develop = false
+
+[package.dependencies]
+asteroid-filterbanks = ">=0.4"
+einops = ">=0.6.0"
+huggingface_hub = ">=0.13.0"
+lightning = ">=2.0.1"
+omegaconf = ">=2.1,<3.0"
+"pyannote.core" = ">=5.0.0"
+"pyannote.database" = ">=5.0.1"
+"pyannote.metrics" = ">=3.2"
+"pyannote.pipeline" = ">=2.3"
+pytorch_metric_learning = ">=2.1.0"
+rich = ">=12.0.0"
+semver = ">=3.0.0"
+soundfile = ">=0.12.1"
+speechbrain = ">=0.5.14"
+tensorboardX = ">=2.6"
+torch = ">=2.0.0"
+torch_audiomentations = ">=0.11.0"
+torchaudio = ">=2.0.0"
+torchmetrics = ">=0.11.0"
+
+[package.extras]
+cli = ["hydra-core (>=1.1,<1.2)", "typer (>=0.4.0,<0.5.0)"]
+dev = ["black (>=22.3.0)", "pre_commit (>=2.7)", "recommonmark (>=0.6)"]
+interactive = ["prodigy (>=1.11.0)"]
+testing = ["jupyter", "papermill", "pytest (>=6.0)", "pytest-cov (>=2.10)"]
+
+[package.source]
+type = "git"
+url = "https://github.com/pyannote/pyannote-audio.git"
+reference = "develop"
+resolved_reference = "37b39b04bd4ec63d540a3a8084f0910c4138faf0"
+
+[[package]]
+name = "pyannote-core"
+version = "5.0.0"
+description = "Advanced data structures for handling temporal segments with attached labels."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyannote.core-5.0.0-py3-none-any.whl", hash = "sha256:04920a6754492242ce0dc6017545595ab643870fe69a994f20c1a5f2da0544d0"},
+    {file = "pyannote.core-5.0.0.tar.gz", hash = "sha256:1a55bcc8bd680ba6be5fa53efa3b6f3d2cdd67144c07b6b4d8d66d5cb0d2096f"},
+]
+
+[package.dependencies]
+numpy = ">=1.10.4"
+scipy = ">=1.1"
+sortedcontainers = ">=2.0.4"
+typing-extensions = ">=3.7.4.1"
+
+[package.extras]
+doc = ["Sphinx (==2.2.2)", "ipython (==7.10.1)", "matplotlib (>=2.0.0)", "pandas (>=0.17.1)", "sphinx-rtd-theme (==0.4.3)"]
+notebook = ["matplotlib (>=2.0.0)"]
+testing = ["flake8 (==3.7.9)", "pandas (>=0.17.1)", "pytest"]
+
+[[package]]
+name = "pyannote-database"
+version = "5.0.1"
+description = "Interface to multimedia databases and experimental protocols"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyannote.database-5.0.1-py3-none-any.whl", hash = "sha256:4557472f08979c0f745b276f5384279ab8a87b80b6e0193c59755881b0b30dfc"},
+    {file = "pyannote.database-5.0.1.tar.gz", hash = "sha256:980bdc910615380a17d8bd82805f9770006d050b2c7a946a520ade4627192681"},
+]
+
+[package.dependencies]
+pandas = ">=0.19"
+"pyannote.core" = ">=4.1"
+pyYAML = ">=3.12"
+typer = {version = ">=0.2.1", extras = ["all"]}
+
+[package.extras]
+doc = ["Sphinx (==2.2.2)", "ipython (==7.16.3)", "matplotlib (>=2.0.0)", "sphinx-rtd-theme (==0.4.3)"]
+testing = ["flake8 (==3.7.9)", "pytest"]
+
+[[package]]
+name = "pyannote-metrics"
+version = "3.2.1"
+description = "a toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyannote.metrics-3.2.1-py3-none-any.whl", hash = "sha256:46be797cdade26c82773e5018659ae610145260069c7c5bf3d3c8a029ade8e22"},
+    {file = "pyannote.metrics-3.2.1.tar.gz", hash = "sha256:08024255a3550e96a8e9da4f5f4af326886548480de891414567c8900920ee5c"},
+]
+
+[package.dependencies]
+docopt = ">=0.6.2"
+matplotlib = ">=2.0.0"
+numpy = "*"
+pandas = ">=0.19"
+"pyannote.core" = ">=4.1"
+"pyannote.database" = ">=4.0.1"
+scikit-learn = ">=0.17.1"
+scipy = ">=1.1.0"
+sympy = ">=1.1"
+tabulate = ">=0.7.7"
+
+[package.extras]
+docs = ["Sphinx (==2.2.2)", "ipython (==7.10.1)", "sphinx-rtd-theme (==0.4.3)"]
+tests = ["pytest"]
+
+[[package]]
+name = "pyannote-pipeline"
+version = "2.3"
+description = "Tunable pipelines."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyannote.pipeline-2.3-py3-none-any.whl", hash = "sha256:1090c3b46866e1e2f652d47b5d27f3a9fc179de4eba648028c47910c42f03f8f"},
+    {file = "pyannote.pipeline-2.3.tar.gz", hash = "sha256:59e5f65f43868ea4ae704d66daf15a14d0e9be620ec46c81f7b07674e0c9d99f"},
+]
+
+[package.dependencies]
+docopt = ">=0.6.2"
+filelock = ">=3.0.10"
+optuna = ">=1.4"
+"pyannote.core" = ">=4.0"
+"pyannote.database" = ">=4.0"
+PyYAML = ">=3.12"
+scikit-learn = ">=0.20.2"
+tqdm = ">=4.29.1"
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
+    {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
+]
+
 [[package]]
 name = "pydantic"
 version = "2.2.1"
@@ -1367,6 +2861,63 @@ files = [
     {file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"},
 ]
 
+[[package]]
+name = "pygments"
+version = "2.16.1"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+]
+
+[package.extras]
+plugins = ["importlib-metadata"]
+
+[[package]]
+name = "pyjwt"
+version = "2.8.0"
+description = "JSON Web Token implementation in Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"},
+    {file = "PyJWT-2.8.0.tar.gz", hash = "sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de"},
+]
+
+[package.extras]
+crypto = ["cryptography (>=3.4.0)"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
+
+[[package]]
+name = "pyparsing"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.6.8"
+files = [
+    {file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
+    {file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "pysocks"
+version = "1.7.1"
+description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
+    {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
+    {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
+]
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -1395,6 +2946,18 @@ files = [
 [package.extras]
 cli = ["click (>=5.0)"]
 
+[[package]]
+name = "python-editor"
+version = "1.0.4"
+description = "Programmatically open an editor, capture the result."
+optional = false
+python-versions = "*"
+files = [
+    {file = "python-editor-1.0.4.tar.gz", hash = "sha256:51fda6bcc5ddbbb7063b2af7509e43bd84bfc32a4ff71349ec7847713882327b"},
+    {file = "python_editor-1.0.4-py2-none-any.whl", hash = "sha256:5f98b069316ea1c2ed3f67e7f5df6c0d8f10b689964a4a811ff64f0106819ec8"},
+    {file = "python_editor-1.0.4-py3-none-any.whl", hash = "sha256:1bf6e860a8ad52a14c3ee1252d5dc25b2030618ed80c022598f00176adc8367d"},
+]
+
 [[package]]
 name = "python-multipart"
 version = "0.0.6"
@@ -1409,6 +2972,71 @@ files = [
 [package.extras]
 dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==1.7.3)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
 
+[[package]]
+name = "pytorch-lightning"
+version = "2.0.7"
+description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytorch-lightning-2.0.7.tar.gz", hash = "sha256:4e6bc1e1f7b0c69016ea2fe0616b18fa62bd3d8661c7ff02c11d317746cfc5f5"},
+    {file = "pytorch_lightning-2.0.7-py3-none-any.whl", hash = "sha256:720add0c42d8eb042f371a77581feb2796429cffbe635156e9343775e9e5ba35"},
+]
+
+[package.dependencies]
+fsspec = {version = ">2021.06.0", extras = ["http"]}
+lightning-utilities = ">=0.7.0"
+numpy = ">=1.17.2"
+packaging = ">=17.1"
+PyYAML = ">=5.4"
+torch = ">=1.11.0"
+torchmetrics = ">=0.7.0"
+tqdm = ">=4.57.0"
+typing-extensions = ">=4.0.0"
+
+[package.extras]
+all = ["deepspeed (>=0.8.2)", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.14.1)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "lightning-utilities (>=0.7.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.12.0)"]
+deepspeed = ["deepspeed (>=0.8.2)"]
+dev = ["cloudpickle (>=1.3)", "coverage (==7.2.7)", "deepspeed (>=0.8.2)", "fastapi (<0.100.0)", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.14.1)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "lightning-utilities (>=0.7.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (<1.15.0)", "onnxruntime (<1.16.0)", "pandas (>1.0)", "protobuf (<=3.20.1)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.12.0)", "uvicorn (<0.23.3)"]
+examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.14.1)", "lightning-utilities (>=0.7.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.12.0)"]
+extra = ["hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"]
+strategies = ["deepspeed (>=0.8.2)"]
+test = ["cloudpickle (>=1.3)", "coverage (==7.2.7)", "fastapi (<0.100.0)", "onnx (<1.15.0)", "onnxruntime (<1.16.0)", "pandas (>1.0)", "protobuf (<=3.20.1)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn (<0.23.3)"]
+
+[[package]]
+name = "pytorch-metric-learning"
+version = "2.3.0"
+description = "The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch."
+optional = false
+python-versions = ">=3.0"
+files = [
+    {file = "pytorch-metric-learning-2.3.0.tar.gz", hash = "sha256:f6f0edec67a6601e175b62050f25ae2b38e3d31a450cbe4a563a8a81f1cab9bc"},
+    {file = "pytorch_metric_learning-2.3.0-py3-none-any.whl", hash = "sha256:503365976757757f44c72718cef959501979f23a306af952fef1678d0dabb9e5"},
+]
+
+[package.dependencies]
+numpy = "*"
+scikit-learn = "*"
+torch = ">=1.6.0"
+tqdm = "*"
+
+[package.extras]
+dev = ["black", "flake8", "isort", "nbqa"]
+docs = ["mkdocs-material"]
+with-hooks = ["faiss-gpu (>=1.6.3)", "record-keeper (>=0.9.32)", "tensorboard"]
+with-hooks-cpu = ["faiss-cpu (>=1.6.3)", "record-keeper (>=0.9.32)", "tensorboard"]
+
+[[package]]
+name = "pytz"
+version = "2023.3"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytz-2023.3-py2.py3-none-any.whl", hash = "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"},
+    {file = "pytz-2023.3.tar.gz", hash = "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
@@ -1458,6 +3086,20 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "readchar"
+version = "4.0.5"
+description = "Library to easily read single chars and key strokes"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "readchar-4.0.5-py3-none-any.whl", hash = "sha256:76ec784a5dd2afac3b7da8003329834cdd9824294c260027f8c8d2e4d0a78f43"},
+    {file = "readchar-4.0.5.tar.gz", hash = "sha256:08a456c2d7c1888cde3f4688b542621b676eb38cd6cfed7eb6cb2e2905ddc826"},
+]
+
+[package.dependencies]
+setuptools = ">=41.0"
+
 [[package]]
 name = "regex"
 version = "2023.8.8"
@@ -1570,12 +3212,95 @@ files = [
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
+PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7", optional = true, markers = "extra == \"socks\""}
 urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "rich"
+version = "13.5.2"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "rich-13.5.2-py3-none-any.whl", hash = "sha256:146a90b3b6b47cac4a73c12866a499e9817426423f57c5a66949c086191a8808"},
+    {file = "rich-13.5.2.tar.gz", hash = "sha256:fb9d6c0a0f643c99eed3875b5377a184132ba9be4d61516a55273d3554d75a39"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
+name = "ruamel-yaml"
+version = "0.17.28"
+description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "ruamel.yaml-0.17.28-py3-none-any.whl", hash = "sha256:823aff68f88260805049d6a4825e36cb7f1e273a7dd8f391e7b35a16a67a30ea"},
+    {file = "ruamel.yaml-0.17.28.tar.gz", hash = "sha256:3bf6df1c481d2463a633be6ee86e8aece941bb3298a9a0cd6d0865f47b1ddce6"},
+]
+
+[package.dependencies]
+"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.12\""}
+
+[package.extras]
+docs = ["ryd"]
+jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
+
+[[package]]
+name = "ruamel-yaml-clib"
+version = "0.2.7"
+description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5859983f26d8cd7bb5c287ef452e8aacc86501487634573d260968f753e1d71"},
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:debc87a9516b237d0466a711b18b6ebeb17ba9f391eb7f91c649c5c4ec5006c7"},
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:df5828871e6648db72d1c19b4bd24819b80a755c4541d3409f0f7acd0f335c80"},
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:efa08d63ef03d079dcae1dfe334f6c8847ba8b645d08df286358b1f5293d24ab"},
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-win32.whl", hash = "sha256:763d65baa3b952479c4e972669f679fe490eee058d5aa85da483ebae2009d231"},
+    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-win_amd64.whl", hash = "sha256:d000f258cf42fec2b1bbf2863c61d7b8918d31ffee905da62dede869254d3b8a"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:045e0626baf1c52e5527bd5db361bc83180faaba2ff586e763d3d5982a876a9e"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:1a6391a7cabb7641c32517539ca42cf84b87b667bad38b78d4d42dd23e957c81"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:9c7617df90c1365638916b98cdd9be833d31d337dbcd722485597b43c4a215bf"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:41d0f1fa4c6830176eef5b276af04c89320ea616655d01327d5ce65e50575c94"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-win32.whl", hash = "sha256:f6d3d39611ac2e4f62c3128a9eed45f19a6608670c5a2f4f07f24e8de3441d38"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-win_amd64.whl", hash = "sha256:da538167284de58a52109a9b89b8f6a53ff8437dd6dc26d33b57bf6699153122"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:4b3a93bb9bc662fc1f99c5c3ea8e623d8b23ad22f861eb6fce9377ac07ad6072"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_12_0_arm64.whl", hash = "sha256:a234a20ae07e8469da311e182e70ef6b199d0fbeb6c6cc2901204dd87fb867e8"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:15910ef4f3e537eea7fe45f8a5d19997479940d9196f357152a09031c5be59f3"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:370445fd795706fd291ab00c9df38a0caed0f17a6fb46b0f607668ecb16ce763"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-win32.whl", hash = "sha256:ecdf1a604009bd35c674b9225a8fa609e0282d9b896c03dd441a91e5f53b534e"},
+    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-win_amd64.whl", hash = "sha256:f34019dced51047d6f70cb9383b2ae2853b7fc4dce65129a5acd49f4f9256646"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2aa261c29a5545adfef9296b7e33941f46aa5bbd21164228e833412af4c9c75f"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-macosx_12_0_arm64.whl", hash = "sha256:f01da5790e95815eb5a8a138508c01c758e5f5bc0ce4286c4f7028b8dd7ac3d0"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:40d030e2329ce5286d6b231b8726959ebbe0404c92f0a578c0e2482182e38282"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:c3ca1fbba4ae962521e5eb66d72998b51f0f4d0f608d3c0347a48e1af262efa7"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-win32.whl", hash = "sha256:7bdb4c06b063f6fd55e472e201317a3bb6cdeeee5d5a38512ea5c01e1acbdd93"},
+    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-win_amd64.whl", hash = "sha256:be2a7ad8fd8f7442b24323d24ba0b56c51219513cfa45b9ada3b87b76c374d4b"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:91a789b4aa0097b78c93e3dc4b40040ba55bef518f84a40d4442f713b4094acb"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:99e77daab5d13a48a4054803d052ff40780278240a902b880dd37a51ba01a307"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:3243f48ecd450eddadc2d11b5feb08aca941b5cd98c9b1db14b2fd128be8c697"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:8831a2cedcd0f0927f788c5bdf6567d9dc9cc235646a434986a852af1cb54b4b"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-win32.whl", hash = "sha256:3110a99e0f94a4a3470ff67fc20d3f96c25b13d24c6980ff841e82bafe827cac"},
+    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-win_amd64.whl", hash = "sha256:92460ce908546ab69770b2e576e4f99fbb4ce6ab4b245345a3869a0a0410488f"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5bc0667c1eb8f83a3752b71b9c4ba55ef7c7058ae57022dd9b29065186a113d9"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:4a4d8d417868d68b979076a9be6a38c676eca060785abaa6709c7b31593c35d1"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bf9a6bc4a0221538b1a7de3ed7bca4c93c02346853f44e1cd764be0023cd3640"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:a7b301ff08055d73223058b5c46c55638917f04d21577c95e00e0c4d79201a6b"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-win32.whl", hash = "sha256:d5e51e2901ec2366b79f16c2299a03e74ba4531ddcfacc1416639c557aef0ad8"},
+    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-win_amd64.whl", hash = "sha256:184faeaec61dbaa3cace407cffc5819f7b977e75360e8d5ca19461cd851a5fc5"},
+    {file = "ruamel.yaml.clib-0.2.7.tar.gz", hash = "sha256:1f08fd5a2bea9c4180db71678e850b995d2a5f4537be0e94557668cf0f5f9497"},
+]
+
 [[package]]
 name = "runpod"
 version = "1.1.3"
@@ -1619,6 +3344,178 @@ botocore = ">=1.12.36,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 
+[[package]]
+name = "scikit-learn"
+version = "1.3.0"
+description = "A set of python modules for machine learning and data mining"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "scikit-learn-1.3.0.tar.gz", hash = "sha256:8be549886f5eda46436b6e555b0e4873b4f10aa21c07df45c4bc1735afbccd7a"},
+    {file = "scikit_learn-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:981287869e576d42c682cf7ca96af0c6ac544ed9316328fd0d9292795c742cf5"},
+    {file = "scikit_learn-1.3.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:436aaaae2c916ad16631142488e4c82f4296af2404f480e031d866863425d2a2"},
+    {file = "scikit_learn-1.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7e28d8fa47a0b30ae1bd7a079519dd852764e31708a7804da6cb6f8b36e3630"},
+    {file = "scikit_learn-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae80c08834a473d08a204d966982a62e11c976228d306a2648c575e3ead12111"},
+    {file = "scikit_learn-1.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:552fd1b6ee22900cf1780d7386a554bb96949e9a359999177cf30211e6b20df6"},
+    {file = "scikit_learn-1.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:79970a6d759eb00a62266a31e2637d07d2d28446fca8079cf9afa7c07b0427f8"},
+    {file = "scikit_learn-1.3.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:850a00b559e636b23901aabbe79b73dc604b4e4248ba9e2d6e72f95063765603"},
+    {file = "scikit_learn-1.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee04835fb016e8062ee9fe9074aef9b82e430504e420bff51e3e5fffe72750ca"},
+    {file = "scikit_learn-1.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d953531f5d9f00c90c34fa3b7d7cfb43ecff4c605dac9e4255a20b114a27369"},
+    {file = "scikit_learn-1.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:151ac2bf65ccf363664a689b8beafc9e6aae36263db114b4ca06fbbbf827444a"},
+    {file = "scikit_learn-1.3.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6a885a9edc9c0a341cab27ec4f8a6c58b35f3d449c9d2503a6fd23e06bbd4f6a"},
+    {file = "scikit_learn-1.3.0-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:9877af9c6d1b15486e18a94101b742e9d0d2f343d35a634e337411ddb57783f3"},
+    {file = "scikit_learn-1.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c470f53cea065ff3d588050955c492793bb50c19a92923490d18fcb637f6383a"},
+    {file = "scikit_learn-1.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd6e2d7389542eae01077a1ee0318c4fec20c66c957f45c7aac0c6eb0fe3c612"},
+    {file = "scikit_learn-1.3.0-cp38-cp38-win_amd64.whl", hash = "sha256:3a11936adbc379a6061ea32fa03338d4ca7248d86dd507c81e13af428a5bc1db"},
+    {file = "scikit_learn-1.3.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:998d38fcec96584deee1e79cd127469b3ad6fefd1ea6c2dfc54e8db367eb396b"},
+    {file = "scikit_learn-1.3.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:ded35e810438a527e17623ac6deae3b360134345b7c598175ab7741720d7ffa7"},
+    {file = "scikit_learn-1.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0e8102d5036e28d08ab47166b48c8d5e5810704daecf3a476a4282d562be9a28"},
+    {file = "scikit_learn-1.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7617164951c422747e7c32be4afa15d75ad8044f42e7d70d3e2e0429a50e6718"},
+    {file = "scikit_learn-1.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:1d54fb9e6038284548072df22fd34777e434153f7ffac72c8596f2d6987110dd"},
+]
+
+[package.dependencies]
+joblib = ">=1.1.1"
+numpy = ">=1.17.3"
+scipy = ">=1.5.0"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=6.0.0)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.10.1)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.0.272)", "scikit-image (>=0.16.2)"]
+
+[[package]]
+name = "scipy"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "scipy-1.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1884b66a54887e21addf9c16fb588720a8309a57b2e258ae1c7986d4444d3bc0"},
+    {file = "scipy-1.9.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:83b89e9586c62e787f5012e8475fbb12185bafb996a03257e9675cd73d3736dd"},
+    {file = "scipy-1.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a72d885fa44247f92743fc20732ae55564ff2a519e8302fb7e18717c5355a8b"},
+    {file = "scipy-1.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d01e1dd7b15bd2449c8bfc6b7cc67d630700ed655654f0dfcf121600bad205c9"},
+    {file = "scipy-1.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:68239b6aa6f9c593da8be1509a05cb7f9efe98b80f43a5861cd24c7557e98523"},
+    {file = "scipy-1.9.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b41bc822679ad1c9a5f023bc93f6d0543129ca0f37c1ce294dd9d386f0a21096"},
+    {file = "scipy-1.9.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:90453d2b93ea82a9f434e4e1cba043e779ff67b92f7a0e85d05d286a3625df3c"},
+    {file = "scipy-1.9.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83c06e62a390a9167da60bedd4575a14c1f58ca9dfde59830fc42e5197283dab"},
+    {file = "scipy-1.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:abaf921531b5aeaafced90157db505e10345e45038c39e5d9b6c7922d68085cb"},
+    {file = "scipy-1.9.3-cp311-cp311-win_amd64.whl", hash = "sha256:06d2e1b4c491dc7d8eacea139a1b0b295f74e1a1a0f704c375028f8320d16e31"},
+    {file = "scipy-1.9.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5a04cd7d0d3eff6ea4719371cbc44df31411862b9646db617c99718ff68d4840"},
+    {file = "scipy-1.9.3-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:545c83ffb518094d8c9d83cce216c0c32f8c04aaf28b92cc8283eda0685162d5"},
+    {file = "scipy-1.9.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d54222d7a3ba6022fdf5773931b5d7c56efe41ede7f7128c7b1637700409108"},
+    {file = "scipy-1.9.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cff3a5295234037e39500d35316a4c5794739433528310e117b8a9a0c76d20fc"},
+    {file = "scipy-1.9.3-cp38-cp38-win_amd64.whl", hash = "sha256:2318bef588acc7a574f5bfdff9c172d0b1bf2c8143d9582e05f878e580a3781e"},
+    {file = "scipy-1.9.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d644a64e174c16cb4b2e41dfea6af722053e83d066da7343f333a54dae9bc31c"},
+    {file = "scipy-1.9.3-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:da8245491d73ed0a994ed9c2e380fd058ce2fa8a18da204681f2fe1f57f98f95"},
+    {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4db5b30849606a95dcf519763dd3ab6fe9bd91df49eba517359e450a7d80ce2e"},
+    {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c68db6b290cbd4049012990d7fe71a2abd9ffbe82c0056ebe0f01df8be5436b0"},
+    {file = "scipy-1.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:5b88e6d91ad9d59478fafe92a7c757d00c59e3bdc3331be8ada76a4f8d683f58"},
+    {file = "scipy-1.9.3.tar.gz", hash = "sha256:fbc5c05c85c1a02be77b1ff591087c83bc44579c6d2bd9fb798bb64ea5e1a027"},
+]
+
+[package.dependencies]
+numpy = ">=1.18.5,<1.26.0"
+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
+name = "semver"
+version = "3.0.1"
+description = "Python helper for Semantic Versioning (https://semver.org)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "semver-3.0.1-py3-none-any.whl", hash = "sha256:2a23844ba1647362c7490fe3995a86e097bb590d16f0f32dfc383008f19e4cdf"},
+    {file = "semver-3.0.1.tar.gz", hash = "sha256:9ec78c5447883c67b97f98c3b6212796708191d22e4ad30f4570f840171cbce1"},
+]
+
+[[package]]
+name = "sentencepiece"
+version = "0.1.99"
+description = "SentencePiece python wrapper"
+optional = false
+python-versions = "*"
+files = [
+    {file = "sentencepiece-0.1.99-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0eb528e70571b7c02723e5804322469b82fe7ea418c96051d0286c0fa028db73"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:77d7fafb2c4e4659cbdf303929503f37a26eabc4ff31d3a79bf1c5a1b338caa7"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be9cf5b9e404c245aeb3d3723c737ba7a8f5d4ba262ef233a431fa6c45f732a0"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baed1a26464998f9710d20e52607c29ffd4293e7c71c6a1f83f51ad0911ec12c"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9832f08bb372d4c8b567612f8eab9e36e268dff645f1c28f9f8e851be705f6d1"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:019e7535108e309dae2b253a75834fc3128240aa87c00eb80732078cdc182588"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-win32.whl", hash = "sha256:fa16a830416bb823fa2a52cbdd474d1f7f3bba527fd2304fb4b140dad31bb9bc"},
+    {file = "sentencepiece-0.1.99-cp310-cp310-win_amd64.whl", hash = "sha256:14b0eccb7b641d4591c3e12ae44cab537d68352e4d3b6424944f0c447d2348d5"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6d3c56f24183a1e8bd61043ff2c58dfecdc68a5dd8955dc13bab83afd5f76b81"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ed6ea1819fd612c989999e44a51bf556d0ef6abfb553080b9be3d347e18bcfb7"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a2a0260cd1fb7bd8b4d4f39dc2444a8d5fd4e0a0c4d5c899810ef1abf99b2d45"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8a1abff4d1ff81c77cac3cc6fefa34fa4b8b371e5ee51cb7e8d1ebc996d05983"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:004e6a621d4bc88978eecb6ea7959264239a17b70f2cbc348033d8195c9808ec"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db361e03342c41680afae5807590bc88aa0e17cfd1a42696a160e4005fcda03b"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-win32.whl", hash = "sha256:2d95e19168875b70df62916eb55428a0cbcb834ac51d5a7e664eda74def9e1e0"},
+    {file = "sentencepiece-0.1.99-cp311-cp311-win_amd64.whl", hash = "sha256:f90d73a6f81248a909f55d8e6ef56fec32d559e1e9af045f0b0322637cb8e5c7"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:62e24c81e74bd87a6e0d63c51beb6527e4c0add67e1a17bac18bcd2076afcfeb"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:57efcc2d51caff20d9573567d9fd3f854d9efe613ed58a439c78c9f93101384a"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6a904c46197993bd1e95b93a6e373dca2f170379d64441041e2e628ad4afb16f"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d89adf59854741c0d465f0e1525b388c0d174f611cc04af54153c5c4f36088c4"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-win32.whl", hash = "sha256:47c378146928690d1bc106fdf0da768cebd03b65dd8405aa3dd88f9c81e35dba"},
+    {file = "sentencepiece-0.1.99-cp36-cp36m-win_amd64.whl", hash = "sha256:9ba142e7a90dd6d823c44f9870abdad45e6c63958eb60fe44cca6828d3b69da2"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:b7b1a9ae4d7c6f1f867e63370cca25cc17b6f4886729595b885ee07a58d3cec3"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0f644c9d4d35c096a538507b2163e6191512460035bf51358794a78515b74f7"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c8843d23a0f686d85e569bd6dcd0dd0e0cbc03731e63497ca6d5bacd18df8b85"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33e6f690a1caebb4867a2e367afa1918ad35be257ecdb3455d2bbd787936f155"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-win32.whl", hash = "sha256:8a321866c2f85da7beac74a824b4ad6ddc2a4c9bccd9382529506d48f744a12c"},
+    {file = "sentencepiece-0.1.99-cp37-cp37m-win_amd64.whl", hash = "sha256:c42f753bcfb7661c122a15b20be7f684b61fc8592c89c870adf52382ea72262d"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:85b476406da69c70586f0bb682fcca4c9b40e5059814f2db92303ea4585c650c"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cfbcfe13c69d3f87b7fcd5da168df7290a6d006329be71f90ba4f56bc77f8561"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:445b0ec381af1cd4eef95243e7180c63d9c384443c16c4c47a28196bd1cda937"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c6890ea0f2b4703f62d0bf27932e35808b1f679bdb05c7eeb3812b935ba02001"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fb71af492b0eefbf9f2501bec97bcd043b6812ab000d119eaf4bd33f9e283d03"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27b866b5bd3ddd54166bbcbf5c8d7dd2e0b397fac8537991c7f544220b1f67bc"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-win32.whl", hash = "sha256:b133e8a499eac49c581c3c76e9bdd08c338cc1939e441fee6f92c0ccb5f1f8be"},
+    {file = "sentencepiece-0.1.99-cp38-cp38-win_amd64.whl", hash = "sha256:0eaf3591dd0690a87f44f4df129cf8d05d8a4029b5b6709b489b8e27f9a9bcff"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:38efeda9bbfb55052d482a009c6a37e52f42ebffcea9d3a98a61de7aee356a28"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6c030b081dc1e1bcc9fadc314b19b740715d3d566ad73a482da20d7d46fd444c"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:84dbe53e02e4f8a2e45d2ac3e430d5c83182142658e25edd76539b7648928727"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b0f55d0a0ee1719b4b04221fe0c9f0c3461dc3dabd77a035fa2f4788eb3ef9a"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:18e800f206cd235dc27dc749299e05853a4e4332e8d3dfd81bf13d0e5b9007d9"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ae1c40cda8f9d5b0423cfa98542735c0235e7597d79caf318855cdf971b2280"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-win32.whl", hash = "sha256:c84ce33af12ca222d14a1cdd37bd76a69401e32bc68fe61c67ef6b59402f4ab8"},
+    {file = "sentencepiece-0.1.99-cp39-cp39-win_amd64.whl", hash = "sha256:350e5c74d739973f1c9643edb80f7cc904dc948578bcb1d43c6f2b173e5d18dd"},
+    {file = "sentencepiece-0.1.99.tar.gz", hash = "sha256:189c48f5cb2949288f97ccdb97f0473098d9c3dcf5a3d99d4eabe719ec27297f"},
+]
+
+[[package]]
+name = "setuptools"
+version = "68.1.2"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-68.1.2-py3-none-any.whl", hash = "sha256:3d8083eed2d13afc9426f227b24fd1659489ec107c0e86cec2ffdde5c92e790b"},
+    {file = "setuptools-68.1.2.tar.gz", hash = "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "shellingham"
+version = "1.5.3"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "shellingham-1.5.3-py2.py3-none-any.whl", hash = "sha256:419c6a164770c9c7cfcaeddfacb3d31ac7a8db0b0f3e9c1287679359734107e9"},
+    {file = "shellingham-1.5.3.tar.gz", hash = "sha256:cb4a6fec583535bc6da17b647dd2330cf7ef30239e05d547d99ae3705fd0f7f8"},
+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -1641,6 +3538,193 @@ files = [
     {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
 ]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = false
+python-versions = "*"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
+[[package]]
+name = "soundfile"
+version = "0.12.1"
+description = "An audio library based on libsndfile, CFFI and NumPy"
+optional = false
+python-versions = "*"
+files = [
+    {file = "soundfile-0.12.1-py2.py3-none-any.whl", hash = "sha256:828a79c2e75abab5359f780c81dccd4953c45a2c4cd4f05ba3e233ddf984b882"},
+    {file = "soundfile-0.12.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:d922be1563ce17a69582a352a86f28ed8c9f6a8bc951df63476ffc310c064bfa"},
+    {file = "soundfile-0.12.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:bceaab5c4febb11ea0554566784bcf4bc2e3977b53946dda2b12804b4fe524a8"},
+    {file = "soundfile-0.12.1-py2.py3-none-manylinux_2_17_x86_64.whl", hash = "sha256:2dc3685bed7187c072a46ab4ffddd38cef7de9ae5eb05c03df2ad569cf4dacbc"},
+    {file = "soundfile-0.12.1-py2.py3-none-manylinux_2_31_x86_64.whl", hash = "sha256:074247b771a181859d2bc1f98b5ebf6d5153d2c397b86ee9e29ba602a8dfe2a6"},
+    {file = "soundfile-0.12.1-py2.py3-none-win32.whl", hash = "sha256:59dfd88c79b48f441bbf6994142a19ab1de3b9bb7c12863402c2bc621e49091a"},
+    {file = "soundfile-0.12.1-py2.py3-none-win_amd64.whl", hash = "sha256:0d86924c00b62552b650ddd28af426e3ff2d4dc2e9047dae5b3d8452e0a49a77"},
+    {file = "soundfile-0.12.1.tar.gz", hash = "sha256:e8e1017b2cf1dda767aef19d2fd9ee5ebe07e050d430f77a0a7c66ba08b8cdae"},
+]
+
+[package.dependencies]
+cffi = ">=1.0"
+
+[package.extras]
+numpy = ["numpy"]
+
+[[package]]
+name = "soupsieve"
+version = "2.4.1"
+description = "A modern CSS selector implementation for Beautiful Soup."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "soupsieve-2.4.1-py3-none-any.whl", hash = "sha256:1c1bfee6819544a3447586c889157365a27e10d88cde3ad3da0cf0ddf646feb8"},
+    {file = "soupsieve-2.4.1.tar.gz", hash = "sha256:89d12b2d5dfcd2c9e8c22326da9d9aa9cb3dfab0a83a024f05704076ee8d35ea"},
+]
+
+[[package]]
+name = "soxr"
+version = "0.3.6"
+description = "High quality, one-dimensional sample-rate conversion library"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "soxr-0.3.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8f64bc45a30ee6d9765cc4b1fdb6b9d5ec7d2880fc42a2e968c662ed3abe83c7"},
+    {file = "soxr-0.3.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8fe418fcee2173422b5c25ca4d9e03a86dd9d08f1502b0077987e2018ac943df"},
+    {file = "soxr-0.3.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9074ee0901057353455febc5fe91a83dae1f97ade4e96acc8b95bd3d70cb495"},
+    {file = "soxr-0.3.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0b01688e7e591411a3499a62427a87236be31c84d6a88afd381947568f445df"},
+    {file = "soxr-0.3.6-cp310-cp310-win_amd64.whl", hash = "sha256:03834c82977dc8976a183e22dfc9dd0f65198f416ac79f6bb13310e63c795662"},
+    {file = "soxr-0.3.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:97a89e3798f22bd04c475b30c041ee2f2e223effb4f80a71d4f5e278f7939138"},
+    {file = "soxr-0.3.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:705af37f7a63d3abecf9121bff392241636b403bcf6e232fb527d0b108aa8700"},
+    {file = "soxr-0.3.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e73f8b9fb5ac3ad26155a6c789284bea1de98701c184e0ecb9cb328e9f81dfc2"},
+    {file = "soxr-0.3.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1add0aeed67f2396d7b4cefa36887ba8db1a185791f085c12aafa82e96d6fdf"},
+    {file = "soxr-0.3.6-cp311-cp311-win_amd64.whl", hash = "sha256:ba651652a64623a61ea86717357dcbf4d71f7f3695da979056ca257890f47d10"},
+    {file = "soxr-0.3.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c17f5efa78575afdbb854afbead11be5b209340e0ba801073ea4af31eeb567e7"},
+    {file = "soxr-0.3.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:475f86acd92e97275b86940afabf0f108252b6a684fc724cef8019308d234162"},
+    {file = "soxr-0.3.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f5d31d750886651137664cf55283e96a6f324d914d137f758d339d08a18347d"},
+    {file = "soxr-0.3.6-cp37-cp37m-win_amd64.whl", hash = "sha256:15277be23858ae9e1eeaec8151bbcd41ebf70c35ea067bb5e897f6834804256c"},
+    {file = "soxr-0.3.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ac7da6054eff748f414cfaa8172249c492da7e88dde6aa97bfb2272d87727060"},
+    {file = "soxr-0.3.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:dd1874aa176b5ae755f26c5bd7d9d45217839719a4343862d2fe72e50c57dd16"},
+    {file = "soxr-0.3.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0c40a25ae9520d7752e7ece07c3ec2bc58f30893c20a58c9d7a5311e7499290"},
+    {file = "soxr-0.3.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ad635ee478635efca9457b811bba373272319b45a1941d7f9d9ac8c2e98b3bc"},
+    {file = "soxr-0.3.6-cp38-cp38-win_amd64.whl", hash = "sha256:dcf107a32d971e329b330a8f2026fedb118e39f5d549f65743184f8ec5d38204"},
+    {file = "soxr-0.3.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:385a37d39813e1d633229bcd94ab6bd76b27b779d38f2f6cbc390926f3965d31"},
+    {file = "soxr-0.3.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2a78c61bf65b2e9d5612cbcab449a4a070ea84a18ff0757a840e0fa49b574225"},
+    {file = "soxr-0.3.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79872546786c3d05ff90260197863811532823fcfb58aeb647e916c6aa57299d"},
+    {file = "soxr-0.3.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c72ab44bfd72ecadb0a29e38487c241eb69a9867d3476e528c64e957fc06ff7"},
+    {file = "soxr-0.3.6-cp39-cp39-win_amd64.whl", hash = "sha256:2b2dd2e2625b4b98360cd1607d72e4bd2eac60de3a18244b8a4d45f9168a4541"},
+    {file = "soxr-0.3.6.tar.gz", hash = "sha256:6b3d98da77353b5bbb4401cef83cec7f1538844dc27c7badf89c2855b43f42b4"},
+]
+
+[package.dependencies]
+numpy = "*"
+
+[package.extras]
+docs = ["linkify-it-py", "myst-parser", "sphinx", "sphinx-book-theme"]
+test = ["pytest"]
+
+[[package]]
+name = "speechbrain"
+version = "0.5.15"
+description = "All-in-one speech toolkit in pure Python and Pytorch"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "speechbrain-0.5.15-py3-none-any.whl", hash = "sha256:dbb51b6a3238bdba26c4ec976c2bbbabfb8c6c2c664f76e4c8186732e2e8f4d1"},
+    {file = "speechbrain-0.5.15.tar.gz", hash = "sha256:ff653f02c307466725f0fdb0c18714f7b5e15c19811c690be284187f74ea03bb"},
+]
+
+[package.dependencies]
+huggingface-hub = "*"
+hyperpyyaml = "*"
+joblib = "*"
+numpy = "*"
+packaging = "*"
+scipy = "*"
+sentencepiece = "*"
+torch = ">=1.9"
+torchaudio = "*"
+tqdm = "*"
+
+[[package]]
+name = "sqlalchemy"
+version = "2.0.20"
+description = "Database Abstraction Library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:759b51346aa388c2e606ee206c0bc6f15a5299f6174d1e10cadbe4530d3c7a98"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1506e988ebeaaf316f183da601f24eedd7452e163010ea63dbe52dc91c7fc70e"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5768c268df78bacbde166b48be788b83dddaa2a5974b8810af422ddfe68a9bc8"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3f0dd6d15b6dc8b28a838a5c48ced7455c3e1fb47b89da9c79cc2090b072a50"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:243d0fb261f80a26774829bc2cee71df3222587ac789b7eaf6555c5b15651eed"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6eb6d77c31e1bf4268b4d61b549c341cbff9842f8e115ba6904249c20cb78a61"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-win32.whl", hash = "sha256:bcb04441f370cbe6e37c2b8d79e4af9e4789f626c595899d94abebe8b38f9a4d"},
+    {file = "SQLAlchemy-2.0.20-cp310-cp310-win_amd64.whl", hash = "sha256:d32b5ffef6c5bcb452723a496bad2d4c52b346240c59b3e6dba279f6dcc06c14"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:dd81466bdbc82b060c3c110b2937ab65ace41dfa7b18681fdfad2f37f27acdd7"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6fe7d61dc71119e21ddb0094ee994418c12f68c61b3d263ebaae50ea8399c4d4"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e4e571af672e1bb710b3cc1a9794b55bce1eae5aed41a608c0401885e3491179"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3364b7066b3c7f4437dd345d47271f1251e0cfb0aba67e785343cdbdb0fff08c"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:1be86ccea0c965a1e8cd6ccf6884b924c319fcc85765f16c69f1ae7148eba64b"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1d35d49a972649b5080557c603110620a86aa11db350d7a7cb0f0a3f611948a0"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-win32.whl", hash = "sha256:27d554ef5d12501898d88d255c54eef8414576f34672e02fe96d75908993cf53"},
+    {file = "SQLAlchemy-2.0.20-cp311-cp311-win_amd64.whl", hash = "sha256:411e7f140200c02c4b953b3dbd08351c9f9818d2bd591b56d0fa0716bd014f1e"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3c6aceebbc47db04f2d779db03afeaa2c73ea3f8dcd3987eb9efdb987ffa09a3"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7d3f175410a6db0ad96b10bfbb0a5530ecd4fcf1e2b5d83d968dd64791f810ed"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea8186be85da6587456c9ddc7bf480ebad1a0e6dcbad3967c4821233a4d4df57"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c3d99ba99007dab8233f635c32b5cd24fb1df8d64e17bc7df136cedbea427897"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:76fdfc0f6f5341987474ff48e7a66c3cd2b8a71ddda01fa82fedb180b961630a"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-win32.whl", hash = "sha256:d3793dcf5bc4d74ae1e9db15121250c2da476e1af8e45a1d9a52b1513a393459"},
+    {file = "SQLAlchemy-2.0.20-cp37-cp37m-win_amd64.whl", hash = "sha256:79fde625a0a55220d3624e64101ed68a059c1c1f126c74f08a42097a72ff66a9"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:599ccd23a7146e126be1c7632d1d47847fa9f333104d03325c4e15440fc7d927"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1a58052b5a93425f656675673ef1f7e005a3b72e3f2c91b8acca1b27ccadf5f4"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79543f945be7a5ada9943d555cf9b1531cfea49241809dd1183701f94a748624"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63e73da7fb030ae0a46a9ffbeef7e892f5def4baf8064786d040d45c1d6d1dc5"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:3ce5e81b800a8afc870bb8e0a275d81957e16f8c4b62415a7b386f29a0cb9763"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:cb0d3e94c2a84215532d9bcf10229476ffd3b08f481c53754113b794afb62d14"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-win32.whl", hash = "sha256:8dd77fd6648b677d7742d2c3cc105a66e2681cc5e5fb247b88c7a7b78351cf74"},
+    {file = "SQLAlchemy-2.0.20-cp38-cp38-win_amd64.whl", hash = "sha256:6f8a934f9dfdf762c844e5164046a9cea25fabbc9ec865c023fe7f300f11ca4a"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:26a3399eaf65e9ab2690c07bd5cf898b639e76903e0abad096cd609233ce5208"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4cde2e1096cbb3e62002efdb7050113aa5f01718035ba9f29f9d89c3758e7e4e"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d1b09ba72e4e6d341bb5bdd3564f1cea6095d4c3632e45dc69375a1dbe4e26ec"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b74eeafaa11372627ce94e4dc88a6751b2b4d263015b3523e2b1e57291102f0"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:77d37c1b4e64c926fa3de23e8244b964aab92963d0f74d98cbc0783a9e04f501"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:eefebcc5c555803065128401a1e224a64607259b5eb907021bf9b175f315d2a6"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-win32.whl", hash = "sha256:3423dc2a3b94125094897118b52bdf4d37daf142cbcf26d48af284b763ab90e9"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-win_amd64.whl", hash = "sha256:5ed61e3463021763b853628aef8bc5d469fe12d95f82c74ef605049d810f3267"},
+    {file = "SQLAlchemy-2.0.20-py3-none-any.whl", hash = "sha256:63a368231c53c93e2b67d0c5556a9836fdcd383f7e3026a39602aad775b14acf"},
+    {file = "SQLAlchemy-2.0.20.tar.gz", hash = "sha256:ca8a5ff2aa7f3ade6c498aaafce25b1eaeabe4e42b73e25519183e4566a16fc6"},
+]
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\""}
+typing-extensions = ">=4.2.0"
+
+[package.extras]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (!=0.4.17)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mssql = ["pyodbc"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx-oracle (>=7)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
+
 [[package]]
 name = "starlette"
 version = "0.27.0"
@@ -1658,6 +3742,24 @@ anyio = ">=3.4.0,<5"
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
 
+[[package]]
+name = "starsessions"
+version = "1.3.0"
+description = "Pluggable session support for Starlette."
+optional = false
+python-versions = ">=3.6.2,<4.0.0"
+files = [
+    {file = "starsessions-1.3.0-py3-none-any.whl", hash = "sha256:c0758f2a1a2438ec7ba88b232e82008f2261a75584f01179c787b3636fae6040"},
+    {file = "starsessions-1.3.0.tar.gz", hash = "sha256:8d3b509d4e6d235655f7dd495fcf0afc1bd86da84de3a8d434e6f82137ebcde8"},
+]
+
+[package.dependencies]
+itsdangerous = ">=2.0.1,<3.0.0"
+starlette = ">=0,<1"
+
+[package.extras]
+redis = ["aioredis (>=2.0.0,<3.0.0)"]
+
 [[package]]
 name = "static-ffmpeg"
 version = "2.5"
@@ -1690,6 +3792,47 @@ files = [
 [package.dependencies]
 mpmath = ">=0.19"
 
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
+[[package]]
+name = "tensorboardx"
+version = "2.6.2"
+description = "TensorBoardX lets you watch Tensors Flow without Tensorflow"
+optional = false
+python-versions = "*"
+files = [
+    {file = "tensorboardX-2.6.2-py2.py3-none-any.whl", hash = "sha256:951260a78c63dc97a89b1e6756c2bfc4c7dfd70782382e5b8b3a65e396a14149"},
+    {file = "tensorboardX-2.6.2.tar.gz", hash = "sha256:836cd33d751353494a6ac76aaeaa616a039e6594e1273467e7db99991624e31e"},
+]
+
+[package.dependencies]
+numpy = "*"
+packaging = "*"
+protobuf = "*"
+
+[[package]]
+name = "threadpoolctl"
+version = "3.2.0"
+description = "threadpoolctl"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "threadpoolctl-3.2.0-py3-none-any.whl", hash = "sha256:2b7818516e423bdaebb97c723f86a7c6b0a83d3f3b0970328d66f4d9104dc032"},
+    {file = "threadpoolctl-3.2.0.tar.gz", hash = "sha256:c96a0ba3bdddeaca37dc4cc7344aafad41cdb8c313f74fdfe387a867bba93355"},
+]
+
 [[package]]
 name = "tiktoken"
 version = "0.3.3"
@@ -1785,6 +3928,105 @@ typing-extensions = "*"
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
 
+[[package]]
+name = "torch-audiomentations"
+version = "0.11.0"
+description = "A Pytorch library for audio data augmentation. Inspired by audiomentations. Useful for deep learning."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "torch-audiomentations-0.11.0.tar.gz", hash = "sha256:017e8eb5abb9861ff66727ca2ac7ab28c19bb0d310d28820b8a980e99d36557a"},
+    {file = "torch_audiomentations-0.11.0-py3-none-any.whl", hash = "sha256:99e6d7a199b3d2737a9c5845b059c73ab05f7fd882c4095cc68525b6e37f3649"},
+]
+
+[package.dependencies]
+julius = ">=0.2.3,<0.3"
+librosa = ">=0.6.0"
+torch = ">=1.7.0"
+torch-pitch-shift = ">=1.2.2"
+torchaudio = ">=0.7.0"
+
+[package.extras]
+extras = ["PyYAML"]
+
+[[package]]
+name = "torch-pitch-shift"
+version = "1.2.4"
+description = ""
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "torch_pitch_shift-1.2.4-py3-none-any.whl", hash = "sha256:6cde2bddd7388e6da05e354fb84cf8e95a33e79d196e4c8ebd655faa4296cc42"},
+    {file = "torch_pitch_shift-1.2.4.tar.gz", hash = "sha256:c173fc808184a684c1ecd99d5744573e55a667f238e2268adaf15c9467d99db9"},
+]
+
+[package.dependencies]
+packaging = ">=21.3"
+primePy = ">=1.3"
+torch = ">=1.7.0"
+torchaudio = ">=0.7.0"
+
+[[package]]
+name = "torchaudio"
+version = "2.0.2"
+description = "An audio package for PyTorch"
+optional = false
+python-versions = "*"
+files = [
+    {file = "torchaudio-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:80c64dabb9d8c33bc6f2a8e0c7ebe17ea87f5028931c0d6a2f73b9e16b5272d0"},
+    {file = "torchaudio-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1619673500fe08ae96b71952f03ecfc74e7d0843cd9882193d0642a82724f537"},
+    {file = "torchaudio-2.0.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:4dbc7dd84be522f6d1159d33f5cf2fe08656ac5e8402ac2aa07cb626fed4b700"},
+    {file = "torchaudio-2.0.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:dadf237b4fd155a3d213bdfeffeded47f5a553d383817500438b44f24fa53851"},
+    {file = "torchaudio-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:2f975083ba66f0837ea4b55fb8d81f31a63a4a27f8628e54c1e16ebda1842931"},
+    {file = "torchaudio-2.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a6cba80d9ab3a2ec1317cdc5cbc0654a189a26e3d8b28ef9f83336159fd5e5e9"},
+    {file = "torchaudio-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:15327132b28f34963baa6fe1813030a634d2581aa9ca120f730c1e8fabdc1102"},
+    {file = "torchaudio-2.0.2-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:b44ec89d4274856f58d55bce4f90e4294ee26ec3020dc39b3081d541d7fd6184"},
+    {file = "torchaudio-2.0.2-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:b22aceaa1ec5a3310cc15642d19dd00d53a7ce399b9096ad1dea0b24e5097af3"},
+    {file = "torchaudio-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:2b37ed5ea4846ce334e7a4a93ca798683088b49e9a4943ed04f4fc4ba1ddc3c4"},
+    {file = "torchaudio-2.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a8283dd61c579ea5b14d6773bbc0bf84573b12b37f05f02bb4b2425d77767284"},
+    {file = "torchaudio-2.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:28c9be830608f93c906770eb7b4880962f8fef9bd5275ac5b48c850f3cc4bc32"},
+    {file = "torchaudio-2.0.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:286061f9999905a6b96107c7ac751a4016985a8e2087250ab8328845e4128952"},
+    {file = "torchaudio-2.0.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:ee08ec303050405998e74a0a3649aee4d16408c2eb4bb1f8c7a726318b1ce1b7"},
+    {file = "torchaudio-2.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:ad43c0ffaa6771bfa05669bb1d8c3c179c859e92efd985683a78d6d313ecefb6"},
+    {file = "torchaudio-2.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1138a1c39da2445a1caca20ddce1e77c9657e92263eb34376024f517f5284d4b"},
+    {file = "torchaudio-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:de5d94cb8305c00268dfbc576ca7e445f40891e024a9e5e28c63ad9f851e541a"},
+    {file = "torchaudio-2.0.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:6c617d5978a6b8a29d6675dcd18196e6dc541daac44b7b2b6eeb31aed82f3203"},
+    {file = "torchaudio-2.0.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a74f33da0b3c53b770f583a02cabd59196f089fb77a65eb39cd5d811b5a21d63"},
+    {file = "torchaudio-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:66df470da29964d7c1e8106a42f5f5c9bc09e824083675ce3aba054d68b4af54"},
+]
+
+[package.dependencies]
+torch = "2.0.1"
+
+[[package]]
+name = "torchmetrics"
+version = "1.0.3"
+description = "PyTorch native Metrics"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "torchmetrics-1.0.3-py3-none-any.whl", hash = "sha256:612a74ab8ebfcd4ebb38e5c370ce29a0e73af074948048f6f2233e25cf60da75"},
+    {file = "torchmetrics-1.0.3.tar.gz", hash = "sha256:1c20ea2f0db434334e88da6c015ddf936d43379bfb403e9dc2a7272b0eab453c"},
+]
+
+[package.dependencies]
+lightning-utilities = ">=0.7.0"
+numpy = ">1.20.0"
+packaging = "*"
+torch = ">=1.8.1"
+
+[package.extras]
+all = ["SciencePlots (>=2.0.0)", "lpips (<=0.1.4)", "matplotlib (>=3.2.0)", "mypy (==1.4.1)", "nltk (>=3.6)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "torch-fidelity (<=0.3.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"]
+detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"]
+dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "cloudpickle (>1.3)", "coverage (==7.2.7)", "dython (<=0.7.4)", "fairlearn", "fast-bss-eval (>=0.1.0)", "fire (<=0.5.0)", "huggingface-hub (<0.16)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.2.0)", "mir-eval (>=0.6)", "mypy (==1.4.1)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "phmdoctest (==1.4.0)", "psutil (<=5.9.5)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-doctestplus (==0.13.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "requests (<=2.31.0)", "rouge-score (>0.1.0)", "sacrebleu (>=2.0.0)", "scikit-image (>=0.19.0)", "scikit-learn (>=1.1.1)", "scipy (>1.0.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.3.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+image = ["lpips (<=0.1.4)", "scipy (>1.0.0)", "torch-fidelity (<=0.3.0)", "torchvision (>=0.8)"]
+multimodal = ["transformers (>=4.10.0)"]
+test = ["bert-score (==0.3.13)", "cloudpickle (>1.3)", "coverage (==7.2.7)", "dython (<=0.7.4)", "fairlearn", "fast-bss-eval (>=0.1.0)", "fire (<=0.5.0)", "huggingface-hub (<0.16)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "mir-eval (>=0.6)", "netcal (>1.0.0)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "phmdoctest (==1.4.0)", "psutil (<=5.9.5)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-doctestplus (==0.13.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "pytorch-msssim (==1.0.0)", "requests (<=2.31.0)", "rouge-score (>0.1.0)", "sacrebleu (>=2.0.0)", "scikit-image (>=0.19.0)", "scikit-learn (>=1.1.1)", "scipy (>1.0.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch-complex (<=0.4.3)"]
+text = ["nltk (>=3.6)", "regex (>=2021.9.24)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"]
+typing = ["mypy (==1.4.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
+visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.2.0)"]
+
 [[package]]
 name = "tqdm"
 version = "4.66.1"
@@ -1819,6 +4061,21 @@ files = [
 [package.dependencies]
 tqdm = ">=4.64.1,<5.0.0"
 
+[[package]]
+name = "traitlets"
+version = "5.9.0"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
+    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+
 [[package]]
 name = "triton"
 version = "2.0.0"
@@ -1856,6 +4113,30 @@ torch = "*"
 tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
 tutorials = ["matplotlib", "pandas", "tabulate"]
 
+[[package]]
+name = "typer"
+version = "0.9.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
+    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
+]
+
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+colorama = {version = ">=0.4.3,<0.5.0", optional = true, markers = "extra == \"all\""}
+rich = {version = ">=10.11.0,<14.0.0", optional = true, markers = "extra == \"all\""}
+shellingham = {version = ">=1.3.0,<2.0.0", optional = true, markers = "extra == \"all\""}
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
@@ -1867,6 +4148,17 @@ files = [
     {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
 [[package]]
 name = "ujson"
 version = "5.8.0"
@@ -2056,6 +4348,33 @@ files = [
 [package.dependencies]
 anyio = ">=3.0.0"
 
+[[package]]
+name = "wcwidth"
+version = "0.2.6"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+]
+
+[[package]]
+name = "websocket-client"
+version = "1.6.1"
+description = "WebSocket client for Python with low level API options"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
+    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
 [[package]]
 name = "websockets"
 version = "11.0.3"
@@ -2225,4 +4544,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "c94c45bc5ff7d2d7a5d6192e62dfdf5b10df6d32fd6cf246dcc4bcc514850cd2"
+content-hash = "a978218afe88e07486717a7841980f9826e1d5ae2b5238dbe361db3d5cab81b1"
diff --git a/pyproject.toml b/pyproject.toml
index 11cc20c..7b030bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,16 +4,18 @@ version = "0.1.0"
 description = ""
 authors = ["Marty Oehme <marty.oehme@gmail.com>"]
 readme = "README.md"
-packages = [{include = "verbanote"}]
+packages = [{ include = "verbanote" }]
 
 [tool.poetry.dependencies]
 python = "^3.11"
 static-ffmpeg = "^2.5"
+runpod = "^1.1.3"
 pydub = "^0.25.1"
 light-the-torch = "^0.7.5"
-openai-whisper = {git = "https://github.com/openai/whisper.git"}
-runpod = "^1.1.3"
-
+openai-whisper = { git = "https://github.com/openai/whisper.git" }
+hmmlearn = {git = "https://github.com/hmmlearn/hmmlearn.git"}
+pyannote-audio = {git = "https://github.com/pyannote/pyannote-audio.git", rev = "develop"}
+gdown = "^4.7.1"
 
 [build-system]
 requires = ["poetry-core"]