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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+best_model/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

Requirements/environment.yml

@@ -0,0 +1,287 @@
+name: SpeechTechnology
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - anyio=3.5.0=py39haa95532_0
+  - argon2-cffi=21.3.0=pyhd3eb1b0_0
+  - argon2-cffi-bindings=21.2.0=py39h2bbff1b_0
+  - asttokens=2.0.5=pyhd3eb1b0_0
+  - attrs=22.1.0=py39haa95532_0
+  - backcall=0.2.0=pyhd3eb1b0_0
+  - beautifulsoup4=4.11.1=py39haa95532_0
+  - blas=1.0=mkl
+  - bleach=4.1.0=pyhd3eb1b0_0
+  - ca-certificates=2023.01.10=haa95532_0
+  - certifi=2022.12.7=py39haa95532_0
+  - cffi=1.15.1=py39h2bbff1b_3
+  - colorama=0.4.6=py39haa95532_0
+  - debugpy=1.5.1=py39hd77b12b_0
+  - defusedxml=0.7.1=pyhd3eb1b0_0
+  - eigen=3.3.7=h59b6b97_1
+  - entrypoints=0.4=py39haa95532_0
+  - executing=0.8.3=pyhd3eb1b0_0
+  - ffmpeg=4.2.2=he774522_0
+  - flit-core=3.6.0=pyhd3eb1b0_0
+  - freetype=2.12.1=ha860e81_0
+  - giflib=5.2.1=h8cc25b3_3
+  - glib=2.69.1=h5dc1a3c_2
+  - gst-plugins-base=1.18.5=h9e645db_0
+  - gstreamer=1.18.5=hd78058f_0
+  - hdf5=1.10.6=h1756f20_1
+  - icc_rt=2022.1.0=h6049295_2
+  - icu=58.2=ha925a31_3
+  - idna=3.4=py39haa95532_0
+  - intel-openmp=2021.4.0=haa95532_3556
+  - ipykernel=6.19.2=py39hd4e2768_0
+  - ipython=8.10.0=py39haa95532_0
+  - ipython_genutils=0.2.0=pyhd3eb1b0_1
+  - jedi=0.18.1=py39haa95532_1
+  - jinja2=3.1.2=py39haa95532_0
+  - jpeg=9e=h2bbff1b_1
+  - jsonschema=4.17.3=py39haa95532_0
+  - jupyter_client=7.4.9=py39haa95532_0
+  - jupyter_core=5.2.0=py39haa95532_0
+  - jupyter_server=1.23.4=py39haa95532_0
+  - jupyterlab_pygments=0.1.2=py_0
+  - lerc=3.0=hd77b12b_0
+  - libdeflate=1.17=h2bbff1b_0
+  - libffi=3.4.2=hd77b12b_6
+  - libiconv=1.16=h2bbff1b_2
+  - libogg=1.3.5=h2bbff1b_1
+  - libpng=1.6.39=h8cc25b3_0
+  - libprotobuf=3.20.3=h23ce68f_0
+  - libsodium=1.0.18=h62dcd97_0
+  - libtiff=4.5.0=h6c2663c_2
+  - libvorbis=1.3.7=he774522_0
+  - libwebp=1.2.4=hbc33d0d_1
+  - libwebp-base=1.2.4=h2bbff1b_1
+  - libxml2=2.9.14=h0ad7f3c_0
+  - libxslt=1.1.35=h2bbff1b_0
+  - lxml=4.9.1=py39h1985fb9_0
+  - lz4-c=1.9.4=h2bbff1b_0
+  - markupsafe=2.1.1=py39h2bbff1b_0
+  - matplotlib-inline=0.1.6=py39haa95532_0
+  - mistune=0.8.4=py39h2bbff1b_1000
+  - mkl=2021.4.0=haa95532_640
+  - mkl-service=2.4.0=py39h2bbff1b_0
+  - mkl_fft=1.3.1=py39h277e83a_0
+  - mkl_random=1.2.2=py39hf11a4ad_0
+  - nbclassic=0.5.2=py39haa95532_0
+  - nbclient=0.5.13=py39haa95532_0
+  - nbconvert=6.5.4=py39haa95532_0
+  - nbformat=5.7.0=py39haa95532_0
+  - nest-asyncio=1.5.6=py39haa95532_0
+  - notebook=6.5.2=py39haa95532_0
+  - notebook-shim=0.2.2=py39haa95532_0
+  - numpy=1.23.5=py39h3b20f71_0
+  - numpy-base=1.23.5=py39h4da318b_0
+  - opencv=4.6.0=py39hf11a4ad_3
+  - openssl=1.1.1t=h2bbff1b_0
+  - packaging=22.0=py39haa95532_0
+  - pandocfilters=1.5.0=pyhd3eb1b0_0
+  - parso=0.8.3=pyhd3eb1b0_0
+  - pcre=8.45=hd77b12b_0
+  - pickleshare=0.7.5=pyhd3eb1b0_1003
+  - pip=23.0.1=py39haa95532_0
+  - platformdirs=2.5.2=py39haa95532_0
+  - prometheus_client=0.14.1=py39haa95532_0
+  - prompt-toolkit=3.0.36=py39haa95532_0
+  - psutil=5.9.0=py39h2bbff1b_0
+  - pure_eval=0.2.2=pyhd3eb1b0_0
+  - pycparser=2.21=pyhd3eb1b0_0
+  - pyrsistent=0.18.0=py39h196d8e1_0
+  - python=3.9.16=h6244533_0
+  - python-dateutil=2.8.2=pyhd3eb1b0_0
+  - python-fastjsonschema=2.16.2=py39haa95532_0
+  - pywin32=305=py39h2bbff1b_0
+  - pywinpty=2.0.10=py39h5da7b33_0
+  - pyzmq=23.2.0=py39hd77b12b_0
+  - qt-main=5.15.2=he8e5bd7_7
+  - qt-webengine=5.15.9=hb9a9bb5_5
+  - qtwebkit=5.212=h3ad3cdb_4
+  - send2trash=1.8.0=pyhd3eb1b0_1
+  - setuptools=65.6.3=py39haa95532_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - sniffio=1.2.0=py39haa95532_1
+  - soupsieve=2.3.2.post1=py39haa95532_0
+  - sqlite=3.40.1=h2bbff1b_0
+  - stack_data=0.2.0=pyhd3eb1b0_0
+  - terminado=0.17.1=py39haa95532_0
+  - tinycss2=1.2.1=py39haa95532_0
+  - tornado=6.2=py39h2bbff1b_0
+  - traitlets=5.7.1=py39haa95532_0
+  - vc=14.2=h21ff451_1
+  - vs2015_runtime=14.27.29016=h5e58377_2
+  - wcwidth=0.2.5=pyhd3eb1b0_0
+  - webencodings=0.5.1=py39haa95532_1
+  - websocket-client=0.58.0=py39haa95532_4
+  - wheel=0.38.4=py39haa95532_0
+  - wincertstore=0.2=py39haa95532_2
+  - winpty=0.4.3=4
+  - xz=5.2.10=h8cc25b3_1
+  - zeromq=4.3.4=hd77b12b_0
+  - zlib=1.2.13=h8cc25b3_0
+  - zstd=1.5.2=h19a0ad4_0
+  - pip:
+      - absl-py==2.0.0
+      - aiohttp==3.8.6
+      - aiosignal==1.3.1
+      - altair==5.1.2
+      - annotated-types==0.6.0
+      - apscheduler==3.10.1
+      - astunparse==1.6.3
+      - async-timeout==4.0.3
+      - audioread==3.0.1
+      - blinker==1.6.3
+      - cachetools==5.3.1
+      - charset-normalizer==3.3.0
+      - click==8.1.7
+      - cloudpickle==3.0.0
+      - coloredlogs==15.0.1
+      - comm==0.1.4
+      - contourpy==1.1.1
+      - cycler==0.12.1
+      - cython==3.0.0
+      - decorator==4.4.2
+      - docker==6.1.3
+      - farama-notifications==0.0.4
+      - fastapi==0.85.1
+      - filelock==3.12.4
+      - flask==3.0.0
+      - flatbuffers==23.5.26
+      - fonttools==4.43.1
+      - frozenlist==1.4.0
+      - fsspec==2023.9.2
+      - gast==0.5.4
+      - gitdb==4.0.11
+      - gitpython==3.1.40
+      - google-api-core==2.12.0
+      - google-auth==2.23.3
+      - google-auth-oauthlib==1.0.0
+      - google-cloud-vision==3.4.4
+      - google-pasta==0.2.0
+      - googleapis-common-protos==1.60.0
+      - gputil==1.4.0
+      - grad-cam==1.4.8
+      - grpcio==1.59.0
+      - grpcio-status==1.59.0
+      - gymnasium==0.29.1
+      - h11==0.14.0
+      - h5py==3.10.0
+      - httpcore==0.18.0
+      - httpx==0.25.0
+      - humanfriendly==10.0
+      - imageio==2.31.6
+      - imageio-ffmpeg==0.4.9
+      - importlib-metadata==6.8.0
+      - importlib-resources==6.1.0
+      - inference==0.9.4
+      - iprogress==0.4
+      - ipywidgets==8.1.1
+      - itsdangerous==2.1.2
+      - joblib==1.3.2
+      - jupyter==1.0.0
+      - jupyter-console==6.6.3
+      - jupyterlab-widgets==3.0.9
+      - keras==2.14.0
+      - keras-tuner==1.4.6
+      - kiwisolver==1.4.5
+      - kt-legacy==1.0.5
+      - lazy-loader==0.3
+      - libclang==16.0.6
+      - librosa==0.10.1
+      - llvmlite==0.41.0
+      - markdown==3.5
+      - markdown-it-py==3.0.0
+      - matplotlib==3.8.0
+      - mdurl==0.1.2
+      - ml-dtypes==0.2.0
+      - moviepy==1.0.3
+      - mpmath==1.3.0
+      - msgpack==1.0.7
+      - multidict==6.0.4
+      - networkx==3.1
+      - numba==0.58.0
+      - oauthlib==3.2.2
+      - onnxruntime==1.15.1
+      - openai==0.28.1
+      - opencv-python==4.8.0.76
+      - opencv-python-headless==4.8.1.78
+      - opt-einsum==3.3.0
+      - pandas==2.1.1
+      - piexif==1.1.3
+      - pillow==10.0.1
+      - pooch==1.7.0
+      - proglog==0.1.10
+      - prometheus-fastapi-instrumentator==6.0.0
+      - proto-plus==1.22.3
+      - protobuf==4.24.4
+      - pyarrow==13.0.0
+      - pyasn1==0.5.0
+      - pyasn1-modules==0.3.0
+      - pybase64==1.3.1
+      - pycocotools==2.0.7
+      - pydantic==1.10.13
+      - pydantic-core==2.10.1
+      - pydeck==0.8.1b0
+      - pygments==2.16.1
+      - pyparsing==3.1.1
+      - pyreadline3==3.4.1
+      - pytesseract==0.3.10
+      - python-dotenv==1.0.0
+      - pytz==2023.3.post1
+      - pyyaml==6.0.1
+      - pyzbar==0.1.9
+      - qtconsole==5.4.4
+      - qtpy==2.4.1
+      - redis==5.0.1
+      - renderlab==0.1.20230421184216
+      - replicate==0.15.4
+      - requests==2.31.0
+      - requests-oauthlib==1.3.1
+      - rich==13.5.2
+      - rsa==4.9
+      - scikeras==0.12.0
+      - scikit-image==0.22.0
+      - scikit-learn==1.3.1
+      - scipy==1.11.3
+      - seaborn==0.13.0
+      - shapely==2.0.1
+      - smmap==5.0.1
+      - soundfile==0.12.1
+      - soxr==0.3.7
+      - stable-baselines3==2.1.0
+      - starlette==0.20.4
+      - streamlit==1.27.2
+      - supervision==0.16.0
+      - sympy==1.12
+      - tenacity==8.2.3
+      - tensorboard==2.14.1
+      - tensorboard-data-server==0.7.1
+      - tensorflow==2.14.0
+      - tensorflow-estimator==2.14.0
+      - tensorflow-intel==2.14.0
+      - tensorflow-io-gcs-filesystem==0.31.0
+      - termcolor==2.3.0
+      - threadpoolctl==3.2.0
+      - tifffile==2023.9.26
+      - toml==0.10.2
+      - toolz==0.12.0
+      - torch==2.1.0+cu118
+      - torchvision==0.16.0
+      - tqdm==4.66.1
+      - ttach==0.0.3
+      - typer==0.9.0
+      - typing-extensions==4.8.0
+      - tzdata==2023.3
+      - tzlocal==5.1
+      - urllib3==2.0.6
+      - validators==0.22.0
+      - watchdog==3.0.0
+      - werkzeug==3.0.0
+      - widgetsnbextension==4.0.9
+      - wrapt==1.14.1
+      - yarl==1.9.2
+      - zipp==3.17.0
+prefix: C:\Users\User\anaconda3\envs\SpeechTechnology

Requirements/requirements.txt

@@ -0,0 +1,231 @@
+absl-py==2.0.0
+aiohttp==3.8.6
+aiosignal==1.3.1
+altair==5.1.2
+annotated-types==0.6.0
+anyio @ file:///C:/ci/anyio_1644481921011/work/dist
+APScheduler==3.10.1
+argon2-cffi @ file:///opt/conda/conda-bld/argon2-cffi_1645000214183/work
+argon2-cffi-bindings @ file:///C:/ci/argon2-cffi-bindings_1644551690056/work
+asttokens @ file:///opt/conda/conda-bld/asttokens_1646925590279/work
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs @ file:///C:/b/abs_09s3y775ra/croot/attrs_1668696195628/work
+audioread==3.0.1
+backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work
+beautifulsoup4 @ file:///C:/ci/beautifulsoup4_1650293025093/work
+bleach @ file:///opt/conda/conda-bld/bleach_1641577558959/work
+blinker==1.6.3
+cachetools==5.3.1
+certifi @ file:///C:/b/abs_85o_6fm0se/croot/certifi_1671487778835/work/certifi
+cffi @ file:///C:/b/abs_49n3v2hyhr/croot/cffi_1670423218144/work
+charset-normalizer==3.3.0
+click==8.1.7
+cloudpickle==3.0.0
+colorama @ file:///C:/b/abs_a9ozq0l032/croot/colorama_1672387194846/work
+coloredlogs==15.0.1
+comm==0.1.4
+contourpy==1.1.1
+cycler==0.12.1
+Cython==3.0.0
+debugpy @ file:///C:/ci/debugpy_1637091961445/work
+decorator==4.4.2
+defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work
+docker==6.1.3
+entrypoints @ file:///C:/ci/entrypoints_1649926621128/work
+executing @ file:///opt/conda/conda-bld/executing_1646925071911/work
+Farama-Notifications==0.0.4
+fastapi==0.85.1
+fastjsonschema @ file:///C:/Users/BUILDE~1/AppData/Local/Temp/abs_ebruxzvd08/croots/recipe/python-fastjsonschema_1661376484940/work
+filelock==3.12.4
+Flask==3.0.0
+flatbuffers==23.5.26
+flit_core @ file:///opt/conda/conda-bld/flit-core_1644941570762/work/source/flit_core
+fonttools==4.43.1
+frozenlist==1.4.0
+fsspec==2023.9.2
+gast==0.5.4
+gitdb==4.0.11
+GitPython==3.1.40
+google-api-core==2.12.0
+google-auth==2.23.3
+google-auth-oauthlib==1.0.0
+google-cloud-vision==3.4.4
+google-pasta==0.2.0
+googleapis-common-protos==1.60.0
+GPUtil==1.4.0
+grad-cam==1.4.8
+grpcio==1.59.0
+grpcio-status==1.59.0
+gymnasium==0.29.1
+h11==0.14.0
+h5py==3.10.0
+httpcore==0.18.0
+httpx==0.25.0
+humanfriendly==10.0
+idna @ file:///C:/b/abs_bdhbebrioa/croot/idna_1666125572046/work
+imageio==2.31.6
+imageio-ffmpeg==0.4.9
+importlib-metadata==6.8.0
+importlib-resources==6.1.0
+inference==0.9.4
+IProgress==0.4
+ipykernel @ file:///C:/b/abs_b4f07tbsyd/croot/ipykernel_1672767104060/work
+ipython @ file:///C:/b/abs_d3h279dv3h/croot/ipython_1676582236558/work
+ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work
+ipywidgets==8.1.1
+itsdangerous==2.1.2
+jedi @ file:///C:/ci/jedi_1644315428289/work
+Jinja2 @ file:///C:/b/abs_7cdis66kl9/croot/jinja2_1666908141852/work
+joblib==1.3.2
+jsonschema @ file:///C:/b/abs_6ccs97j_l8/croot/jsonschema_1676558690963/work
+jupyter==1.0.0
+jupyter-console==6.6.3
+jupyter-server @ file:///C:/b/abs_1cfi3__jl8/croot/jupyter_server_1671707636383/work
+jupyter_client @ file:///C:/b/abs_d8fk_kz9zk/croot/jupyter_client_1676330195659/work
+jupyter_core @ file:///C:/b/abs_bd7elvu3w2/croot/jupyter_core_1676538600510/work
+jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work
+jupyterlab-widgets==3.0.9
+keras==2.14.0
+keras-tuner==1.4.6
+kiwisolver==1.4.5
+kt-legacy==1.0.5
+lazy_loader==0.3
+libclang==16.0.6
+librosa==0.10.1
+llvmlite==0.41.0
+lxml @ file:///C:/ci/lxml_1657527445690/work
+Markdown==3.5
+markdown-it-py==3.0.0
+MarkupSafe @ file:///C:/ci/markupsafe_1654508077284/work
+matplotlib==3.8.0
+matplotlib-inline @ file:///C:/ci/matplotlib-inline_1661915841596/work
+mdurl==0.1.2
+mistune @ file:///C:/ci/mistune_1607359457024/work
+mkl-fft==1.3.1
+mkl-random @ file:///C:/ci/mkl_random_1626186184308/work
+mkl-service==2.4.0
+ml-dtypes==0.2.0
+moviepy==1.0.3
+mpmath==1.3.0
+msgpack==1.0.7
+multidict==6.0.4
+nbclassic @ file:///C:/b/abs_d0_ze5q0j2/croot/nbclassic_1676902914817/work
+nbclient @ file:///C:/ci/nbclient_1650290387259/work
+nbconvert @ file:///C:/b/abs_4av3q4okro/croot/nbconvert_1668450658054/work
+nbformat @ file:///C:/b/abs_85_3g7dkt4/croot/nbformat_1670352343720/work
+nest-asyncio @ file:///C:/b/abs_3a_4jsjlqu/croot/nest-asyncio_1672387322800/work
+networkx==3.1
+notebook @ file:///C:/b/abs_ca13hqvuzw/croot/notebook_1668179888546/work
+notebook_shim @ file:///C:/b/abs_ebfczttg6x/croot/notebook-shim_1668160590914/work
+numba==0.58.0
+numpy @ file:///C:/b/abs_datssh7cer/croot/numpy_and_numpy_base_1672336199388/work
+oauthlib==3.2.2
+onnxruntime==1.15.1
+openai==0.28.1
+opencv-python==4.8.0.76
+opencv-python-headless==4.8.1.78
+opt-einsum==3.3.0
+packaging @ file:///C:/b/abs_cfsup8ur87/croot/packaging_1671697442297/work
+pandas==2.1.1
+pandocfilters @ file:///opt/conda/conda-bld/pandocfilters_1643405455980/work
+parso @ file:///opt/conda/conda-bld/parso_1641458642106/work
+pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work
+piexif==1.1.3
+Pillow==10.0.1
+platformdirs @ file:///C:/b/abs_73cc5cz_1u/croots/recipe/platformdirs_1662711386458/work
+pooch==1.7.0
+proglog==0.1.10
+prometheus-client @ file:///C:/Windows/TEMP/abs_ab9nx8qb08/croots/recipe/prometheus_client_1659455104602/work
+prometheus-fastapi-instrumentator==6.0.0
+prompt-toolkit @ file:///C:/b/abs_6coz5_9f2s/croot/prompt-toolkit_1672387908312/work
+proto-plus==1.22.3
+protobuf==4.24.4
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+pure-eval @ file:///opt/conda/conda-bld/pure_eval_1646925070566/work
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