diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index a34c1696d..a55c2eeb7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -8,7 +8,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
diff --git a/.gitignore b/.gitignore
index a8ba96bc9..825d4d758 100644
--- a/.gitignore
+++ b/.gitignore
@@ -111,4 +111,7 @@ pretrained_models
 docs/build
 .vscode
 spleeter-feedstock/
-*FAKE_MUSDB_DIR
\ No newline at end of file
+*FAKE_MUSDB_DIR
+
+output/
+useless_config.json
diff --git a/CHANGELOG.md b/CHANGELOG.md
index f9556acdc..c41b2ef78 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog History
 
+## 2.4.2
+
+Dependecy upgrades and adding support for python 3.11 (dropping 3.7)
+
 ## 2.3.2
 
 Release contrain on specific Tensorflow, numpy and Librosa versions
diff --git a/poetry.lock b/poetry.lock
index 69699920e..5bc85ad0b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,36 +1,38 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
-version = "1.4.0"
+version = "2.1.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+groups = ["main"]
 files = [
-    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
-    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
+    {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"},
+    {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"},
 ]
 
 [[package]]
 name = "anyio"
-version = "3.6.2"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
+groups = ["main"]
 files = [
-    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
-    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+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 = "astunparse"
@@ -38,6 +40,7 @@ version = "1.6.3"
 description = "An AST unparser for Python"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
     {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
@@ -53,27 +56,31 @@ version = "1.4.1"
 description = "Atomic file writes."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
+markers = "sys_platform == \"win32\""
 files = [
     {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
 ]
 
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"},
-    {file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
-tests = ["attrs[tests-no-zope]", "zope.interface"]
-tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "black"
@@ -81,6 +88,7 @@ version = "21.12b0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.6.2"
+groups = ["dev"]
 files = [
     {file = "black-21.12b0-py3-none-any.whl", hash = "sha256:a615e69ae185e08fdd73e4715e260e2479c861b5740057fde6e8b4e3b7dd589f"},
     {file = "black-21.12b0.tar.gz", hash = "sha256:77b80f693a569e2e527958459634f18df9b0ba2625ba4e0c2d5da5be42e6f2b3"},
@@ -92,7 +100,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0,<1"
 platformdirs = ">=2"
 tomli = ">=0.2.6,<2.0.0"
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = [
     {version = ">=3.10.0.0,<3.10.0.1 || >3.10.0.1", markers = "python_version >= \"3.10\""},
     {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
@@ -107,97 +114,103 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.0"
+version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = "~=3.7"
+python-versions = ">=3.7"
+groups = ["main"]
 files = [
-    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
-    {file = "cachetools-5.3.0.tar.gz", hash = "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14"},
+    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
+    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
-    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
-    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.15.1"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = "*"
-files = [
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 [package.dependencies]
@@ -205,99 +218,104 @@ pycparser = "*"
 
 [[package]]
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 ]
 
 [[package]]
@@ -306,6 +324,7 @@ version = "7.1.2"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main", "dev"]
 files = [
     {file = "click-7.1.2-py2.py3-none-any.whl", hash = "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"},
     {file = "click-7.1.2.tar.gz", hash = "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a"},
@@ -317,10 +336,28 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+
+[[package]]
+name = "exceptiongroup"
+version = "1.2.2"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
+]
+
+[package.extras]
+test = ["pytest (>=6)"]
 
 [[package]]
 name = "ffmpeg-python"
@@ -328,6 +365,7 @@ version = "0.2.0"
 description = "Python bindings for FFmpeg - with complex filtering support"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "ffmpeg-python-0.2.0.tar.gz", hash = "sha256:65225db34627c578ef0e11c8b1eb528bb35e024752f6f10b78c011f6f64c4127"},
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@@ -345,36 +383,39 @@ version = "5.0.4"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.6.1"
+groups = ["dev"]
 files = [
     {file = "flake8-5.0.4-py2.py3-none-any.whl", hash = "sha256:7a1cf6b73744f5806ab95e526f6f0d8c01c66d7bbe349562d22dfca20610b248"},
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 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=1.1.0,<4.3", markers = "python_version < \"3.8\""}
 mccabe = ">=0.7.0,<0.8.0"
 pycodestyle = ">=2.9.0,<2.10.0"
 pyflakes = ">=2.5.0,<2.6.0"
 
 [[package]]
 name = "flatbuffers"
-version = "1.12"
+version = "25.1.21"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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+    {file = "flatbuffers-25.1.21-py2.py3-none-any.whl", hash = "sha256:0e9736098ba8f4e48246a0640390f4992c0b1a734e7322a9463d5c3eea00558b"},
+    {file = "flatbuffers-25.1.21.tar.gz", hash = "sha256:e24a34dcd9fb4e0ea8cc0fc8ef9c5cd61c9d21527a6d536967587a37a4ff9676"},
 ]
 
 [[package]]
 name = "future"
-version = "0.18.3"
+version = "1.0.0"
 description = "Clean single-source support for Python 3 and 2"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main", "dev"]
 files = [
-    {file = "future-0.18.3.tar.gz", hash = "sha256:34a17436ed1e96697a86f9de3d15a3b0be01d8bc8de9c1dffd59fb8234ed5307"},
+    {file = "future-1.0.0-py3-none-any.whl", hash = "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216"},
+    {file = "future-1.0.0.tar.gz", hash = "sha256:bd2968309307861edae1458a4f8a4f3598c03be43b97521076aebf5d94c07b05"},
 ]
 
 [[package]]
@@ -383,6 +424,7 @@ version = "0.4.0"
 description = "Python AST that abstracts the underlying Python version"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
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     {file = "gast-0.4.0.tar.gz", hash = "sha256:40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1"},
@@ -390,41 +432,43 @@ files = [
 
 [[package]]
 name = "google-auth"
-version = "2.16.1"
+version = "2.37.0"
 description = "Google Authentication Library"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+python-versions = ">=3.7"
+groups = ["main"]
 files = [
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+    {file = "google_auth-2.37.0-py2.py3-none-any.whl", hash = "sha256:42664f18290a6be591be5329a96fe30184be1a1badb7292a7f686a9659de9ca0"},
+    {file = "google_auth-2.37.0.tar.gz", hash = "sha256:0054623abf1f9c83492c63d3f47e77f0a544caa3d40b2d98e099a611c2dd5d00"},
 ]
 
 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
-rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
-six = ">=1.9.0"
+rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
-enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0dev)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "0.4.6"
+version = "1.0.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
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+    {file = "google-auth-oauthlib-1.0.0.tar.gz", hash = "sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5"},
+    {file = "google_auth_oauthlib-1.0.0-py2.py3-none-any.whl", hash = "sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb"},
 ]
 
 [package.dependencies]
-google-auth = ">=1.0.0"
+google-auth = ">=2.15.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -436,6 +480,7 @@ version = "0.2.0"
 description = "pasta is an AST-based Python refactoring library"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "google-pasta-0.2.0.tar.gz", hash = "sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e"},
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@@ -447,60 +492,71 @@ six = "*"
 
 [[package]]
 name = "grpcio"
-version = "1.51.1"
+version = "1.69.0"
 description = "HTTP/2-based RPC framework"
 optional = false
-python-versions = ">=3.7"
-files = [
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-protobuf = ["grpcio-tools (>=1.51.1)"]
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 name = "h11"
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+    {file = "h5py-3.11.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ec9df3dd2018904c4cc06331951e274f3f3fd091e6d6cc350aaa90fa9b42a76"},
+    {file = "h5py-3.11.0-cp38-cp38-win_amd64.whl", hash = "sha256:55106b04e2c83dfb73dc8732e9abad69d83a436b5b82b773481d95d17b9685e1"},
+    {file = "h5py-3.11.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f4e025e852754ca833401777c25888acb96889ee2c27e7e629a19aee288833f0"},
+    {file = "h5py-3.11.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6c4b760082626120031d7902cd983d8c1f424cdba2809f1067511ef283629d4b"},
+    {file = "h5py-3.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:67462d0669f8f5459529de179f7771bd697389fcb3faab54d63bf788599a48ea"},
+    {file = "h5py-3.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:d9c944d364688f827dc889cf83f1fca311caf4fa50b19f009d1f2b525edd33a3"},
+    {file = "h5py-3.11.0.tar.gz", hash = "sha256:7b7e8f78072a2edec87c9836f25f34203fd492a4475709a18b417a33cfb21fa9"},
 ]
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.17.3"
 
 [[package]]
 name = "hpack"
@@ -571,6 +626,7 @@ version = "4.0.0"
 description = "Pure-Python HPACK header compression"
 optional = false
 python-versions = ">=3.6.1"
+groups = ["main"]
 files = [
     {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
@@ -582,6 +638,7 @@ version = "0.13.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "httpcore-0.13.7-py3-none-any.whl", hash = "sha256:369aa481b014cf046f7067fddd67d00560f2f00426e79569d99cb11245134af0"},
     {file = "httpcore-0.13.7.tar.gz", hash = "sha256:036f960468759e633574d7c121afba48af6419615d36ab8ede979f1ad6276fa3"},
@@ -601,6 +658,7 @@ version = "0.19.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "httpx-0.19.0-py3-none-any.whl", hash = "sha256:9bd728a6c5ec0a9e243932a9983d57d3cc4a87bb4f554e1360fce407f78f9435"},
     {file = "httpx-0.19.0.tar.gz", hash = "sha256:92ecd2c00c688b529eda11cedb15161eaf02dee9116712f621c70d9a40b2cdd0"},
@@ -624,6 +682,7 @@ version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
 optional = false
 python-versions = ">=3.6.1"
+groups = ["main"]
 files = [
     {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
     {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
@@ -631,51 +690,67 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
+groups = ["main"]
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
-version = "4.2.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.10\""
 files = [
-    {file = "importlib_metadata-4.2.0-py3-none-any.whl", hash = "sha256:057e92c15bc8d9e8109738a48db0ccb31b4d9d5cfbee5a8670879a30be66304b"},
-    {file = "importlib_metadata-4.2.0.tar.gz", hash = "sha256:b7e52a1f8dec14a75ea73e0891f3060099ca1d8e6a462a4dff11c3e119ea1b31"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version < \"3.9\""
 files = [
-    {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
-    {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
+    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -683,6 +758,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -690,166 +766,208 @@ files = [
 
 [[package]]
 name = "isort"
-version = "5.11.5"
+version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
+groups = ["dev"]
+files = [
+    {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
+    {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "jax"
+version = "0.4.13"
+description = "Differentiate, compile, and transform Numpy code."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "isort-5.11.5-py3-none-any.whl", hash = "sha256:ba1d72fb2595a01c7895a5128f9585a5cc4b6d395f1c8d514989b9a7eb2a8746"},
-    {file = "isort-5.11.5.tar.gz", hash = "sha256:6be1f76a507cb2ecf16c7cf14a37e41609ca082330be4e3436a18ef74add55db"},
+    {file = "jax-0.4.13.tar.gz", hash = "sha256:03bfe6749dfe647f16f15f6616638adae6c4a7ca7167c75c21961ecfd3a3baaa"},
 ]
 
+[package.dependencies]
+importlib_metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
+ml_dtypes = ">=0.1.0"
+numpy = ">=1.21"
+opt_einsum = "*"
+scipy = ">=1.7"
+
 [package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
-plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
+australis = ["protobuf (>=3.13,<4)"]
+ci = ["jaxlib (==0.4.12)"]
+cpu = ["jaxlib (==0.4.13)"]
+cuda = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-cudnn86 = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-local = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-pip = ["jaxlib (==0.4.13+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
+cuda12-local = ["jaxlib (==0.4.13+cuda12.cudnn89)"]
+cuda12-pip = ["jaxlib (==0.4.13+cuda12.cudnn89)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
+minimum-jaxlib = ["jaxlib (==0.4.11)"]
+tpu = ["jaxlib (==0.4.13)", "libtpu-nightly (==0.1.dev20230622)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+attrs = ">=22.2.0"
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+jsonschema-specifications = ">=2023.03.6"
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
-name = "keras"
-version = "2.9.0"
-description = "Deep learning for humans."
+name = "jsonschema-specifications"
+version = "2023.12.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "keras-2.9.0-py2.py3-none-any.whl", hash = "sha256:55911256f89cfc9343c9fbe4b61ec45a2d33d89729cbe1ab9dcacf8b07b8b6ab"},
+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
 ]
 
+[package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.31.0"
+
 [[package]]
-name = "keras-preprocessing"
-version = "1.1.2"
-description = "Easy data preprocessing and data augmentation for deep learning models"
+name = "keras"
+version = "2.12.0"
+description = "Deep learning for humans."
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "Keras_Preprocessing-1.1.2-py2.py3-none-any.whl", hash = "sha256:7b82029b130ff61cc99b55f3bd27427df4838576838c5b2f65940e4fcec99a7b"},
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+    {file = "keras-2.12.0-py2.py3-none-any.whl", hash = "sha256:35c39534011e909645fb93515452e98e1a0ce23727b55d4918b9c58b2308c15e"},
 ]
 
-[package.dependencies]
-numpy = ">=1.9.1"
-six = ">=1.9.0"
-
-[package.extras]
-image = ["Pillow (>=5.2.0)", "scipy (>=0.14)"]
-pep8 = ["flake8"]
-tests = ["Pillow", "keras", "pandas", "pytest", "pytest-cov", "pytest-xdist", "tensorflow"]
-
 [[package]]
 name = "libclang"
-version = "15.0.6.1"
+version = "18.1.1"
 description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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@@ -858,20 +976,59 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
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+
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 description = "Python parser for the SIGSEP MUSDB18 dataset"
 optional = false
 python-versions = "*"
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 [package.dependencies]
@@ -887,13 +1044,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "museval"
-version = "0.4.0"
+version = "0.4.1"
 description = "Evaluation tools for the SIGSEP MUS database"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
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 [package.dependencies]
@@ -902,7 +1060,7 @@ musdb = ">=0.4.0"
 numpy = "*"
 pandas = ">=1.0.1"
 scipy = "*"
-simplejson = "*"
+simplejson = ">=3.19.0"
 soundfile = "*"
 
 [package.extras]
@@ -912,43 +1070,65 @@ tests = ["pytest"]
 
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 [package.extras]
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+reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
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 [[package]]
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 description = "Painless Wiener Filters"
 optional = false
 python-versions = "*"
+groups = ["main"]
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@@ -972,42 +1153,40 @@ tests = ["pytest", "pytest-pep8"]
 
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 ]
 
 [[package]]
@@ -1016,6 +1195,7 @@ version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
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@@ -1028,89 +1208,87 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "opt-einsum"
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 ]
 
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-tests = ["pytest", "pytest-cov", "pytest-pep8"]
-
 [[package]]
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 optional = false
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 [package.extras]
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 [[package]]
@@ -1119,6 +1297,8 @@ version = "1.3.10"
 description = "Resolve a name to an object."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
+markers = "python_version < \"3.9\""
 files = [
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@@ -1126,72 +1306,56 @@ files = [
 
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-[package.dependencies]
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-
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
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-description = "Protocol Buffers"
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 [[package]]
@@ -1200,6 +1364,7 @@ version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
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@@ -1207,42 +1372,48 @@ files = [
 
 [[package]]
 name = "pyaml"
-version = "21.10.1"
-description = "PyYAML-based module to produce pretty and readable YAML-serialized data"
+version = "25.1.0"
+description = "PyYAML-based module to produce a bit more pretty and readable YAML-serialized data"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
 PyYAML = "*"
 
+[package.extras]
+anchors = ["unidecode"]
+
 [[package]]
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-version = "0.4.8"
-description = "ASN.1 types and codecs"
+version = "0.6.1"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
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 ]
 
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 name = "pyasn1-modules"
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-description = "A collection of ASN.1-based protocols modules."
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+description = "A collection of ASN.1-based protocols modules"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 [package.dependencies]
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+pyasn1 = ">=0.4.6,<0.7.0"
 
 [[package]]
 name = "pycodestyle"
@@ -1250,6 +1421,7 @@ version = "2.9.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
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@@ -1257,13 +1429,14 @@ files = [
 
 [[package]]
 name = "pycparser"
-version = "2.21"
+version = "2.22"
 description = "C parser in Python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.8"
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 files = [
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 ]
 
 [[package]]
@@ -1272,53 +1445,19 @@ version = "2.5.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
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-
 [[package]]
 name = "pytest"
 version = "6.2.5"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
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@@ -1328,7 +1467,6 @@ files = [
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 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
@@ -1344,6 +1482,7 @@ version = "1.6.0"
 description = "run tests in isolated forked subprocesses"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
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@@ -1355,13 +1494,14 @@ pytest = ">=3.10"
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1369,80 +1509,112 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2022.7.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
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+name = "referencing"
+version = "0.35.1"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev"]
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+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
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-version = "2.28.2"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.8"
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 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
@@ -1450,13 +1622,14 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
-version = "1.3.1"
+version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.4"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1472,6 +1645,7 @@ version = "1.5.0"
 description = "Validating URI References per RFC 3986"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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@@ -1483,12 +1657,126 @@ idna = {version = "*", optional = true, markers = "extra == \"idna2008\""}
 [package.extras]
 idna2008 = ["idna"]
 
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+python-versions = ">=3.8"
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-[package.extras]
-numpy = ["numpy"]
+numpy = "*"
 
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 name = "stempeg"
@@ -1687,6 +2017,7 @@ version = "0.2.3"
 description = "Read and write stem/multistream audio files"
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 python-versions = "*"
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 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
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 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "typer-0.3.2-py3-none-any.whl", hash = "sha256:ba58b920ce851b12a2d790143009fa00ac1d05b3ff3257061ff69dbdfc3d161b"},
     {file = "typer-0.3.2.tar.gz", hash = "sha256:5455d750122cff96745b0dec87368f56d023725a7ebc9d2e54dd23dc86816303"},
@@ -1957,6 +2248,7 @@ version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
     {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
@@ -1964,50 +2256,54 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "urllib3-1.26.14-py2.py3-none-any.whl", hash = "sha256:75edcdc2f7d85b137124a6c3c9fc3933cdeaa12ecb9a6a959f22797a0feca7e1"},
-    {file = "urllib3-1.26.14.tar.gz", hash = "sha256:076907bf8fd355cde77728471316625a4d2f7e713c125f51953bb5b3eecf4f72"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "werkzeug"
-version = "2.2.3"
+version = "3.0.6"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "Werkzeug-2.2.3-py3-none-any.whl", hash = "sha256:56433961bc1f12533306c624f3be5e744389ac61d722175d543e1751285da612"},
-    {file = "Werkzeug-2.2.3.tar.gz", hash = "sha256:2e1ccc9417d4da358b9de6f174e3ac094391ea1d4fbef2d667865d819dfd0afe"},
+    {file = "werkzeug-3.0.6-py3-none-any.whl", hash = "sha256:1bc0c2310d2fbb07b1dd1105eba2f7af72f322e1e455f2f93c993bee8c8a5f17"},
+    {file = "werkzeug-3.0.6.tar.gz", hash = "sha256:a8dd59d4de28ca70471a34cba79bed5f7ef2e036a76b3ab0835474246eb41f8d"},
 ]
 
 [package.dependencies]
 MarkupSafe = ">=2.1.1"
 
 [package.extras]
-watchdog = ["watchdog"]
+watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
-version = "0.38.4"
+version = "0.45.1"
 description = "A built-package format for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "wheel-0.38.4-py3-none-any.whl", hash = "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"},
-    {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
+    {file = "wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"},
+    {file = "wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729"},
 ]
 
 [package.extras]
-test = ["pytest (>=3.0.0)"]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
 [[package]]
 name = "wrapt"
@@ -2015,6 +2311,7 @@ version = "1.14.1"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "wrapt-1.14.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:1b376b3f4896e7930f1f772ac4b064ac12598d1c38d04907e696cc4d794b43d3"},
     {file = "wrapt-1.14.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:903500616422a40a98a5a3c4ff4ed9d0066f3b4c951fa286018ecdf0750194ef"},
@@ -2094,23 +2391,29 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.14.0"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "zipp-3.14.0-py3-none-any.whl", hash = "sha256:188834565033387710d046e3fe96acfc9b5e86cbca7f39ff69cf21a4128198b7"},
-    {file = "zipp-3.14.0.tar.gz", hash = "sha256:9e5421e176ef5ab4c0ad896624e87a7b2f07aca746c9b2aa305952800cb8eecb"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
+markers = {main = "python_version < \"3.10\"", dev = "python_version < \"3.9\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 evaluation = ["musdb", "museval"]
 
 [metadata]
-lock-version = "2.0"
-python-versions = ">=3.7.1,<3.11"
-content-hash = "fb2367b2cea17a98dd866ff207a9e611af099bdcc8cb2d2c8566b893009c16cc"
+lock-version = "2.1"
+python-versions = ">=3.8,<3.12"
+content-hash = "c184b834b87336d2361ab6899b7fe64e7c5441b4d65e15a026087a3a38437fb1"
diff --git a/pyproject.toml b/pyproject.toml
index 058dc50a6..8c0af86e2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "spleeter"
-version = "2.4.1"
+version = "2.4.2"
 description = "The Deezer source separation library with pretrained models based on tensorflow."
 authors = ["Deezer Research <spleeter@deezer.com>"]
 license = "MIT License"
@@ -21,10 +21,10 @@ classifiers = [
     "Operating System :: Unix",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3 :: Only",
     "Programming Language :: Python :: Implementation :: CPython",
     "Topic :: Artistic Software",
@@ -45,13 +45,14 @@ packages = [ { include = "spleeter" } ]
 include = ["LICENSE", "spleeter/resources/*.json"]
 
 [tool.poetry.dependencies]
-python = ">=3.7.1,<3.11"
+python = ">=3.8,<3.12"
 ffmpeg-python = "^0.2.0"
 httpx = {extras = ["http2"], version = "^0.19.0"}
 typer = "^0.3.2"
 musdb = {version = "^0.4.0", optional = true}
 museval = {version = "^0.4.0", optional = true}
-tensorflow = "^2.5.0, <2.10.0"
+tensorflow-io-gcs-filesystem = "0.32.0"
+tensorflow = "2.12.1"
 pandas = "^1.3.0"
 norbert = "^0.2.1"
 numpy = "<2.0.0"
@@ -60,7 +61,7 @@ numpy = "<2.0.0"
 pytest = "^6.2.1"
 isort = "^5.7.0"
 black = "^21.7b0"
-mypy = "^0.790"
+mypy = ">0.790,<1.0"
 flake8 = "^5.0.0"
 pytest-forked = "^1.3.0"
 musdb = "^0.4.0"
diff --git a/spleeter/audio/__init__.py b/spleeter/audio/__init__.py
index a2f56f41a..15ee08b7e 100644
--- a/spleeter/audio/__init__.py
+++ b/spleeter/audio/__init__.py
@@ -10,14 +10,23 @@
 - Waveform convertion and transforming functions.
 """
 
-from enum import Enum
+# Python 3.11 is not backward compatible for String Enum
+# https://tomwojcik.com/posts/2023-01-02/python-311-str-enum-breaking-change
+try:
+    from enum import StrEnum
+except ImportError:
+    from enum import Enum
+
+    class StrEnum(str, Enum):
+        pass
+
 
 __email__ = "spleeter@deezer.com"
 __author__ = "Deezer Research"
 __license__ = "MIT License"
 
 
-class Codec(str, Enum):
+class Codec(StrEnum):
     """Enumeration of supported audio codec."""
 
     WAV: str = "wav"
diff --git a/spleeter/separator.py b/spleeter/separator.py
index adef3987c..95c036fe8 100644
--- a/spleeter/separator.py
+++ b/spleeter/separator.py
@@ -41,29 +41,6 @@
 __license__ = "MIT License"
 
 
-class DataGenerator(object):
-    """
-    Generator object that store a sample and generate it once while called.
-    Used to feed a tensorflow estimator without knowing the whole data at
-    build time.
-    """
-
-    def __init__(self) -> None:
-        """Default constructor."""
-        self._current_data = None
-
-    def update_data(self, data) -> None:
-        """Replace internal data."""
-        self._current_data = data
-
-    def __call__(self) -> Generator:
-        """Generation process."""
-        buffer = self._current_data
-        while buffer:
-            yield buffer
-            buffer = self._current_data
-
-
 def create_estimator(params: Dict, MWF: bool) -> tf.Tensor:
     """
     Initialize tensorflow estimator that will perform separation
@@ -128,9 +105,9 @@ def __init__(
         else:
             self._pool = None
         self._tasks: List = []
-        self._data_generator = DataGenerator()
+        self.estimator = None
 
-    def _get_prediction_generator(self) -> Generator:
+    def _get_prediction_generator(self, data: dict) -> Generator:
         """
         Lazy loading access method for internal prediction generator
         returned by the predict method of a tensorflow estimator.
@@ -139,20 +116,13 @@ def _get_prediction_generator(self) -> Generator:
             Generator:
                 Generator of prediction.
         """
-        if self._prediction_generator is None:
-            estimator = create_estimator(self._params, self._MWF)
-
-            def get_dataset():
-                return tf.data.Dataset.from_generator(
-                    self._data_generator,
-                    output_types={"waveform": tf.float32, "audio_id": tf.string},
-                    output_shapes={"waveform": (None, 2), "audio_id": ()},
-                )
+        if not self.estimator:
+            self.estimator = create_estimator(self._params, self._MWF)
 
-            self._prediction_generator = estimator.predict(
-                get_dataset, yield_single_examples=False
-            )
-        return self._prediction_generator
+        def get_dataset():
+            return tf.data.Dataset.from_tensors(data)
+
+        return self.estimator.predict(get_dataset, yield_single_examples=False)
 
     def join(self, timeout: int = 200) -> None:
         """
@@ -212,9 +182,7 @@ def _separate_tensorflow(
         """
         if not waveform.shape[-1] == 2:
             waveform = to_stereo(waveform)
-        prediction_generator = self._get_prediction_generator()
-        # NOTE: update data in generator before performing separation.
-        self._data_generator.update_data(
+        prediction_generator = self._get_prediction_generator(
             {"waveform": waveform, "audio_id": np.array(audio_descriptor)}
         )
         # NOTE: perform separation.