reformat, remove deps

5 files changed, 18 insertions, 898 deletions

diff --git a/poetry.lock b/poetry.lock
index 38cba87..c322398 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,17 +1,6 @@
 # This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
-name = "appnope"
-version = "0.1.3"
-description = "Disable App Nap on macOS >= 10.9"
-optional = false
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-
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 name = "astroid"
 version = "2.15.6"
 description = "An abstract syntax tree for Python with inference support."
@@ -31,119 +20,6 @@ wrapt = [
 ]
 
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-
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-
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-description = "Classes Without Boilerplate"
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-
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-description = "A library for reading and, in the future, writing metadata from audio files."
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-version = "0.1.4"
-description = "A collection of PyTorch audio datasets for speech and music applications"
-optional = false
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-files = []
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@@ -189,82 +65,6 @@ jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
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-
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-pycparser = "*"
-
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 version = "8.1.7"
 description = "Composable command line interface toolkit"
@@ -319,63 +119,6 @@ files = [
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 [[package]]
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-version = "0.1.4"
-description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
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-python-versions = ">=3.6"
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-test = ["pytest"]
-typing = ["mypy (>=0.990)"]
-
-[[package]]
-name = "debugpy"
-version = "1.6.7.post1"
-description = "An implementation of the Debug Adapter Protocol for Python"
-optional = false
-python-versions = ">=3.7"
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-
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-optional = false
-python-versions = ">=3.5"
-files = [
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-
-[[package]]
 name = "dill"
 version = "0.3.7"
 description = "serialize all of Python"
@@ -390,119 +133,22 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
-name = "exceptiongroup"
-version = "1.1.3"
-description = "Backport of PEP 654 (exception groups)"
-optional = false
-python-versions = ">=3.7"
-files = [
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-
-[package.extras]
-test = ["pytest (>=6)"]
-
-[[package]]
-name = "executing"
-version = "1.2.0"
-description = "Get the currently executing AST node of a frame, and other information"
-optional = false
-python-versions = "*"
-files = [
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-
-[package.extras]
-tests = ["asttokens", "littleutils", "pytest", "rich"]
-
-[[package]]
 name = "filelock"
-version = "3.12.2"
+version = "3.12.3"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
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-[package.extras]
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-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 = "ipykernel"
-version = "6.25.1"
-description = "IPython Kernel for Jupyter"
-optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-comm = ">=0.1.1"
-debugpy = ">=1.6.5"
-ipython = ">=7.23.1"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-matplotlib-inline = ">=0.1"
-nest-asyncio = "*"
-packaging = "*"
-psutil = "*"
-pyzmq = ">=20"
-tornado = ">=6.1"
-traitlets = ">=5.4.0"
+typing-extensions = {version = ">=4.7.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
-pyqt5 = ["pyqt5"]
-pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "ipython"
-version = "8.15.0"
-description = "IPython: Productive Interactive Computing"
-optional = false
-python-versions = ">=3.9"
-files = [
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-]
-
-[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
-jedi = ">=0.16"
-matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
-pygments = ">=2.4.0"
-stack-data = "*"
-traitlets = ">=5"
-
-[package.extras]
-all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
-black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["ipywidgets", "notebook"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "isort"
@@ -522,25 +168,6 @@ plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
-name = "jedi"
-version = "0.19.0"
-description = "An autocompletion tool for Python that can be used for text editors."
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
-[package.dependencies]
-parso = ">=0.8.3,<0.9.0"
-
-[package.extras]
-docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
-
-[[package]]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
@@ -558,48 +185,6 @@ MarkupSafe = ">=2.0"
 i18n = ["Babel (>=2.7)"]
 
 [[package]]
-name = "jupyter-client"
-version = "8.3.1"
-description = "Jupyter protocol implementation and client libraries"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.dependencies]
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-python-dateutil = ">=2.8.2"
-pyzmq = ">=23.0"
-tornado = ">=6.2"
-traitlets = ">=5.3"
-
-[package.extras]
-docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
-
-[[package]]
-name = "jupyter-core"
-version = "5.3.1"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "jupyter_core-5.3.1.tar.gz", hash = "sha256:5ba5c7938a7f97a6b0481463f7ff0dbac7c15ba48cf46fa4035ca6e838aa1aba"},
-]
-
-[package.dependencies]
-platformdirs = ">=2.5"
-pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = ">=5.3"
-
-[package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
-
-[[package]]
 name = "lazy-object-proxy"
 version = "1.9.0"
 description = "A fast and thorough lazy object proxy."
@@ -714,20 +299,6 @@ files = [
 ]
 
 [[package]]
-name = "matplotlib-inline"
-version = "0.1.6"
-description = "Inline Matplotlib backend for Jupyter"
-optional = false
-python-versions = ">=3.5"
-files = [
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-]
-
-[package.dependencies]
-traitlets = "*"
-
-[[package]]
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
@@ -766,17 +337,6 @@ release = ["twine (>=4.0.2,<4.1.0)"]
 test-code = ["pytest (>=7.4.0,<7.5.0)"]
 
 [[package]]
-name = "more-itertools"
-version = "8.14.0"
-description = "More routines for operating on iterables, beyond itertools"
-optional = false
-python-versions = ">=3.5"
-files = [
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-]
-
-[[package]]
 name = "mpmath"
 version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
@@ -851,17 +411,6 @@ files = [
 ]
 
 [[package]]
-name = "nest-asyncio"
-version = "1.5.7"
-description = "Patch asyncio to allow nested event loops"
-optional = false
-python-versions = ">=3.5"
-files = [
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-    {file = "nest_asyncio-1.5.7.tar.gz", hash = "sha256:6a80f7b98f24d9083ed24608977c09dd608d83f91cccc24c9d2cba6d10e01c10"},
-]
-
-[[package]]
 name = "networkx"
 version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
@@ -1083,21 +632,6 @@ files = [
 ]
 
 [[package]]
-name = "parso"
-version = "0.8.3"
-description = "A Python Parser"
-optional = false
-python-versions = ">=3.6"
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-python-versions = ">=3.6,<4.0"
-files = [
-    {file = "tbm-utils-2.6.0.tar.gz", hash = "sha256:235748cceeb22c042e32d2fdfd4d710021bac9b938c4f2c35e1fce1cfd58f7ec"},
-    {file = "tbm_utils-2.6.0-py3-none-any.whl", hash = "sha256:692b5cde2b810bb84e55ca0f5f6c055ca6ad321c4d5acc0cade98af97c5998e2"},
-]
-
-[package.dependencies]
-attrs = ">=18.2,<19.4"
-pendulum = ">=2.0,<2.0.5 || >2.0.5,<2.1.0 || >2.1.0,<=3.0"
-pprintpp = "<1.0.0"
-wrapt = ">=1.0,<2.0"
-
-[package.extras]
-dev = ["coverage[toml] (>=4.5,<6.0)", "flake8 (>=3.5,<4.0)", "flake8-builtins (>=1.0,<2.0)", "flake8-comprehensions (>=2.0,<=4.0)", "flake8-import-order (>=0.18,<0.19)", "flake8-import-order-tbm (>=1.0,<2.0)", "nox (>=2019,<2020)", "pytest (>=4.0,<6.0)", "sphinx (>=2.0,<3.0)", "sphinx-material (<1.0.0)"]
-doc = ["sphinx (>=2.0,<3.0)", "sphinx-material (<1.0.0)"]
-lint = ["flake8 (>=3.5,<4.0)", "flake8-builtins (>=1.0,<2.0)", "flake8-comprehensions (>=2.0,<=4.0)", "flake8-import-order (>=0.18,<0.19)", "flake8-import-order-tbm (>=1.0,<2.0)"]
-test = ["coverage[toml] (>=4.5,<6.0)", "nox (>=2019,<2020)", "pytest (>=4.0,<6.0)"]
-
-[[package]]
 name = "tokenizers"
 version = "0.13.3"
 description = "Fast and Customizable Tokenizers"
@@ -1737,26 +905,6 @@ files = [
 torch = "2.0.0"
 
 [[package]]
-name = "tornado"
-version = "6.3.3"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-optional = false
-python-versions = ">= 3.8"
-files = [
-    {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:502fba735c84450974fec147340016ad928d29f1e91f49be168c0a4c18181e1d"},
-    {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:805d507b1f588320c26f7f097108eb4023bbaa984d63176d1652e184ba24270a"},
-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bd19ca6c16882e4d37368e0152f99c099bad93e0950ce55e71daed74045908f"},
-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ac51f42808cca9b3613f51ffe2a965c8525cb1b00b7b2d56828b8045354f76a"},
-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:71a8db65160a3c55d61839b7302a9a400074c9c753040455494e2af74e2501f2"},
-    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ceb917a50cd35882b57600709dd5421a418c29ddc852da8bcdab1f0db33406b0"},
-    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:7d01abc57ea0dbb51ddfed477dfe22719d376119844e33c661d873bf9c0e4a16"},
-    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:9dc4444c0defcd3929d5c1eb5706cbe1b116e762ff3e0deca8b715d14bf6ec17"},
-    {file = "tornado-6.3.3-cp38-abi3-win32.whl", hash = "sha256:65ceca9500383fbdf33a98c0087cb975b2ef3bfb874cb35b8de8740cf7f41bd3"},
-    {file = "tornado-6.3.3-cp38-abi3-win_amd64.whl", hash = "sha256:22d3c2fa10b5793da13c807e6fc38ff49a4f6e1e3868b0a6f4164768bb8e20f5"},
-    {file = "tornado-6.3.3.tar.gz", hash = "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"},
-]
-
-[[package]]
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
@@ -1777,21 +925,6 @@ slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[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"
 description = "A language and compiler for custom Deep Learning operations"
@@ -1830,13 +963,13 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 
 [[package]]
 name = "types-tqdm"
-version = "4.66.0.1"
+version = "4.66.0.2"
 description = "Typing stubs for tqdm"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-tqdm-4.66.0.1.tar.gz", hash = "sha256:6457c90f03cc5a0fe8dd11839c8cbf5572bf542b438b1af74233801728b5dfbc"},
-    {file = "types_tqdm-4.66.0.1-py3-none-any.whl", hash = "sha256:6a1516788cbb33d725803439b79c25bfed7e8176b8d782020b5c24aedac1649b"},
+    {file = "types-tqdm-4.66.0.2.tar.gz", hash = "sha256:9553a5e44c1d485fce19f505b8bd65c0c3e87e870678d1f2ed764ae59a55d45f"},
+    {file = "types_tqdm-4.66.0.2-py3-none-any.whl", hash = "sha256:13dddd38908834abdf0acdc2b70cab7ac4bcc5ad7356ced450471662e58a0ffc"},
 ]
 
 [[package]]
@@ -1851,25 +984,14 @@ files = [
 ]
 
 [[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 = "wheel"
-version = "0.41.1"
+version = "0.41.2"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
-    {file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
+    {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+    {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
 ]
 
 [package.extras]
@@ -1962,4 +1084,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "48badc3ebe08af723b455abd9067ab0e72d990ffaf686509dd3fc04529dfd508"
+content-hash = "a65a10595cd1536a6d09b3fcf6e95c29b03f7fab4574522f241dfdc8c6455b70"
diff --git a/pyproject.toml b/pyproject.toml
index 2e69211..57c60c9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,13 +11,11 @@ packages = [{include = "swr2_asr"}]
 python = "^3.10"
 torch = "2.0.0"
 torchaudio = "2.0.1"
-audioloader = {git = "https://github.com/marvinborner/AudioLoader.git"}
 tqdm = "^4.66.1"
 numpy = "^1.25.2"
 mido = "^1.3.0"
 tokenizers = "^0.13.3"
 click = "^8.1.7"
-audio-metadata = "^0.11.1"
 
 [tool.poetry.group.dev.dependencies]
 black = "^23.7.0"
@@ -25,7 +23,6 @@ mypy = "^1.5.1"
 pylint = "^2.17.5"
 ruff = "^0.0.285"
 types-tqdm = "^4.66.0.1"
-ipykernel = "^6.25.1"
 
 [tool.ruff]
 select = ["E", "F", "B", "I"]
diff --git a/swr2_asr/inference_test.py b/swr2_asr/inference_test.py
index 16bd54b..96277fd 100644
--- a/swr2_asr/inference_test.py
+++ b/swr2_asr/inference_test.py
@@ -1,11 +1,12 @@
 """Training script for the ASR model."""
-from AudioLoader.speech.mls import MultilingualLibriSpeech
 import torch
 import torchaudio
 import torchaudio.functional as F
 
 
 class GreedyCTCDecoder(torch.nn.Module):
+    """Greedy CTC decoder for the wav2vec2 model."""
+
     def __init__(self, labels, blank=0) -> None:
         super().__init__()
         self.labels = labels
@@ -25,6 +26,8 @@ class GreedyCTCDecoder(torch.nn.Module):
         return "".join([self.labels[i] for i in indices])
 
 
+'''
+Sorry marvin, Please fix this to use the new dataset
 def main() -> None:
     """Main function."""
     # choose between cuda, cpu and mps devices
@@ -66,7 +69,7 @@ def main() -> None:
     transcript = decoder(emission[0])
 
     print(transcript)
-
+'''
 
 if __name__ == "__main__":
     main()
diff --git a/swr2_asr/tokenizer.py b/swr2_asr/tokenizer.py
index c8d3793..f02d4f5 100644
--- a/swr2_asr/tokenizer.py
+++ b/swr2_asr/tokenizer.py
@@ -5,7 +5,6 @@ from dataclasses import dataclass
 from typing import Type
 
 import click
-from AudioLoader.speech import MultilingualLibriSpeech
 from tokenizers import Tokenizer, normalizers
 from tokenizers.models import BPE
 from tokenizers.pre_tokenizers import Whitespace
diff --git a/swr2_asr/train.py b/swr2_asr/train.py
index 95038c2..8fc0b78 100644
--- a/swr2_asr/train.py
+++ b/swr2_asr/train.py
@@ -102,7 +102,6 @@ def train(
     return sum(losses) / len(losses)
 
 
-
 def test(model, device, test_loader, criterion, tokenizer):
     """Test"""
     print("\nevaluating...")