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Upload 5 files
Browse files- .gitattributes +37 -0
- .gitignore +162 -0
- Dockerfile +61 -0
- pre-commit-config.yaml +55 -0
- utils.py +206 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.whl filter=lfs diff=lfs merge=lfs -text
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*.mp3 filter=lfs diff=lfs merge=lfs -text
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.gitignore
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gradio_cached_examples/
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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+
develop-eggs/
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+
dist/
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downloads/
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+
eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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+
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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36 |
+
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37 |
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# Installer logs
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38 |
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pip-log.txt
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39 |
+
pip-delete-this-directory.txt
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+
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# Unit test / coverage reports
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42 |
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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56 |
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# Translations
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57 |
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*.mo
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*.pot
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59 |
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60 |
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# Django stuff:
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61 |
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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67 |
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instance/
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68 |
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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72 |
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73 |
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# Sphinx documentation
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74 |
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docs/_build/
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76 |
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# PyBuilder
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.pybuilder/
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78 |
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target/
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79 |
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80 |
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# Jupyter Notebook
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81 |
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.ipynb_checkpoints
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82 |
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83 |
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# IPython
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84 |
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profile_default/
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ipython_config.py
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86 |
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87 |
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# pyenv
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88 |
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/#use-with-ide
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.pdm.toml
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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117 |
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# Celery stuff
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118 |
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celerybeat-schedule
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119 |
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celerybeat.pid
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120 |
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# SageMath parsed files
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122 |
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*.sage.py
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123 |
+
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124 |
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# Environments
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125 |
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.env
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126 |
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.venv
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127 |
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env/
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128 |
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venv/
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129 |
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ENV/
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130 |
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env.bak/
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venv.bak/
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132 |
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133 |
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# Spyder project settings
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134 |
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.spyderproject
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135 |
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.spyproject
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136 |
+
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137 |
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# Rope project settings
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138 |
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.ropeproject
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139 |
+
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140 |
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# mkdocs documentation
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141 |
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/site
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142 |
+
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143 |
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# mypy
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144 |
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.mypy_cache/
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145 |
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.dmypy.json
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146 |
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dmypy.json
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147 |
+
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148 |
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# Pyre type checker
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149 |
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.pyre/
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150 |
+
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151 |
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# pytype static type analyzer
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152 |
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.pytype/
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153 |
+
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154 |
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# Cython debug symbols
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155 |
+
cython_debug/
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156 |
+
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157 |
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# PyCharm
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158 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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159 |
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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160 |
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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161 |
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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Dockerfile
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FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update && \
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apt-get upgrade -y && \
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apt-get install -y --no-install-recommends \
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git \
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7 |
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git-lfs \
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8 |
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wget \
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9 |
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curl \
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10 |
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# python build dependencies \
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11 |
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build-essential \
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libssl-dev \
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zlib1g-dev \
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libbz2-dev \
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15 |
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libreadline-dev \
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16 |
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libsqlite3-dev \
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17 |
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libncursesw5-dev \
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18 |
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xz-utils \
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19 |
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tk-dev \
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20 |
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libxml2-dev \
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21 |
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libxmlsec1-dev \
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22 |
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libffi-dev \
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23 |
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liblzma-dev \
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24 |
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# gradio dependencies \
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25 |
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ffmpeg \
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26 |
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# fairseq2 dependencies \
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27 |
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libsndfile-dev && \
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apt-get clean && \
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29 |
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rm -rf /var/lib/apt/lists/*
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30 |
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31 |
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RUN useradd -m -u 1000 user
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USER user
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:${PATH}
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WORKDIR ${HOME}/app
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36 |
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37 |
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RUN curl https://pyenv.run | bash
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38 |
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ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
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39 |
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ARG PYTHON_VERSION=3.10.13
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40 |
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RUN pyenv install ${PYTHON_VERSION} && \
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41 |
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pyenv global ${PYTHON_VERSION} && \
|
42 |
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pyenv rehash && \
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43 |
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pip install --no-cache-dir -U pip setuptools wheel && \
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44 |
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pip install "huggingface-hub==0.19.3" "hf-transfer==0.1.4"
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45 |
+
|
46 |
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COPY --chown=1000 . ${HOME}/app
|
47 |
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RUN pip install -r ${HOME}/app/requirements.txt && \
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48 |
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pip install fairseq2 --pre --extra-index-url https://fair.pkg.atmeta.com/fairseq2/pt2.1.0/cu121 && \
|
49 |
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pip install ${HOME}/app/whl/seamless_communication-1.0.0-py3-none-any.whl
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50 |
+
|
51 |
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ENV PYTHONPATH=${HOME}/app \
|
52 |
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PYTHONUNBUFFERED=1 \
|
53 |
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HF_HUB_ENABLE_HF_TRANSFER=1 \
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54 |
+
GRADIO_ALLOW_FLAGGING=never \
|
55 |
+
GRADIO_NUM_PORTS=1 \
|
56 |
+
GRADIO_SERVER_NAME=0.0.0.0 \
|
57 |
+
GRADIO_THEME=huggingface \
|
58 |
+
TQDM_POSITION=-1 \
|
59 |
+
TQDM_MININTERVAL=1 \
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60 |
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SYSTEM=spaces
|
61 |
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CMD ["python", "app.py"]
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pre-commit-config.yaml
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1 |
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repos:
|
2 |
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- repo: https://github.com/pre-commit/pre-commit-hooks
|
3 |
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rev: v4.5.0
|
4 |
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hooks:
|
5 |
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- id: check-executables-have-shebangs
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6 |
+
- id: check-json
|
7 |
+
- id: check-merge-conflict
|
8 |
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- id: check-shebang-scripts-are-executable
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9 |
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- id: check-toml
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10 |
+
- id: check-yaml
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11 |
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- id: end-of-file-fixer
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12 |
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- id: mixed-line-ending
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13 |
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args: ["--fix=lf"]
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14 |
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- id: requirements-txt-fixer
|
15 |
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- id: trailing-whitespace
|
16 |
+
- repo: https://github.com/myint/docformatter
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17 |
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rev: v1.7.5
|
18 |
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hooks:
|
19 |
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- id: docformatter
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20 |
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args: ["--in-place"]
|
21 |
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- repo: https://github.com/pycqa/isort
|
22 |
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rev: 5.12.0
|
23 |
+
hooks:
|
24 |
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- id: isort
|
25 |
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args: ["--profile", "black"]
|
26 |
+
- repo: https://github.com/pre-commit/mirrors-mypy
|
27 |
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rev: v1.7.0
|
28 |
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hooks:
|
29 |
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- id: mypy
|
30 |
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args: ["--ignore-missing-imports"]
|
31 |
+
additional_dependencies:
|
32 |
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["types-python-slugify", "types-requests", "types-PyYAML"]
|
33 |
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- repo: https://github.com/psf/black
|
34 |
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rev: 23.11.0
|
35 |
+
hooks:
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36 |
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- id: black
|
37 |
+
language_version: python3.10
|
38 |
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args: ["--line-length", "119"]
|
39 |
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- repo: https://github.com/kynan/nbstripout
|
40 |
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rev: 0.6.1
|
41 |
+
hooks:
|
42 |
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- id: nbstripout
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43 |
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args:
|
44 |
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[
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45 |
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"--extra-keys",
|
46 |
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"metadata.interpreter metadata.kernelspec cell.metadata.pycharm",
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47 |
+
]
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48 |
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- repo: https://github.com/nbQA-dev/nbQA
|
49 |
+
rev: 1.7.0
|
50 |
+
hooks:
|
51 |
+
- id: nbqa-black
|
52 |
+
- id: nbqa-pyupgrade
|
53 |
+
args: ["--py37-plus"]
|
54 |
+
- id: nbqa-isort
|
55 |
+
args: ["--float-to-top"]
|
utils.py
ADDED
@@ -0,0 +1,206 @@
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|
1 |
+
# import torch
|
2 |
+
# import torchaudio
|
3 |
+
# from fairseq2.assets import InProcAssetMetadataProvider, asset_store
|
4 |
+
# from fairseq2.data import Collater, SequenceData
|
5 |
+
# from fairseq2.data.audio import (
|
6 |
+
# AudioDecoder,
|
7 |
+
# WaveformToFbankConverter,
|
8 |
+
# WaveformToFbankOutput,
|
9 |
+
# )
|
10 |
+
# from fairseq2.generation import SequenceGeneratorOptions
|
11 |
+
# from fairseq2.memory import MemoryBlock
|
12 |
+
# from fairseq2.typing import DataType, Device
|
13 |
+
# from huggingface_hub import snapshot_download
|
14 |
+
# from seamless_communication.inference import BatchedSpeechOutput, Translator
|
15 |
+
# from seamless_communication.models.generator.loader import load_pretssel_vocoder_model
|
16 |
+
# from seamless_communication.models.unity import (
|
17 |
+
# UnitTokenizer,
|
18 |
+
# load_gcmvn_stats,
|
19 |
+
# load_unity_text_tokenizer,
|
20 |
+
# load_unity_unit_tokenizer,
|
21 |
+
# )
|
22 |
+
# from torch.nn import Module
|
23 |
+
|
24 |
+
# class PretsselGenerator(Module):
|
25 |
+
# def __init__(
|
26 |
+
# self,
|
27 |
+
# pretssel_name_or_card: str,
|
28 |
+
# unit_tokenizer: UnitTokenizer,
|
29 |
+
# device: Device,
|
30 |
+
# dtype: DataType = torch.float16,
|
31 |
+
# ):
|
32 |
+
# super().__init__()
|
33 |
+
# # Load the model.
|
34 |
+
# if device == torch.device("cpu"):
|
35 |
+
# dtype = torch.float32
|
36 |
+
|
37 |
+
|
38 |
+
# self.device = device
|
39 |
+
# self.dtype = dtype
|
40 |
+
|
41 |
+
# self.pretssel_model = load_pretssel_vocoder_model(
|
42 |
+
# pretssel_name_or_card,
|
43 |
+
# device=device,
|
44 |
+
# dtype=dtype,
|
45 |
+
# )
|
46 |
+
# self.pretssel_model.eval()
|
47 |
+
|
48 |
+
# vocoder_model_card = asset_store.retrieve_card(pretssel_name_or_card)
|
49 |
+
# self.output_sample_rate = vocoder_model_card.field("sample_rate").as_(int)
|
50 |
+
|
51 |
+
# self.unit_tokenizer = unit_tokenizer
|
52 |
+
# self.unit_collate = Collater(pad_value=unit_tokenizer.vocab_info.pad_idx)
|
53 |
+
# self.duration_collate = Collater(pad_value=0)
|
54 |
+
|
55 |
+
# @torch.inference_mode()
|
56 |
+
# def predict(
|
57 |
+
# self,
|
58 |
+
# units: list[list[int]],
|
59 |
+
# tgt_lang: str,
|
60 |
+
# prosody_encoder_input: SequenceData,
|
61 |
+
# ) -> BatchedSpeechOutput:
|
62 |
+
# audio_wavs = []
|
63 |
+
# unit_eos_token = torch.tensor(
|
64 |
+
# [self.unit_tokenizer.vocab_info.eos_idx],
|
65 |
+
# device=self.device,
|
66 |
+
# )
|
67 |
+
|
68 |
+
# prosody_input_seqs = prosody_encoder_input["seqs"]
|
69 |
+
# prosody_input_lens = prosody_encoder_input["seq_lens"]
|
70 |
+
|
71 |
+
# for i, u in enumerate(units):
|
72 |
+
# unit = torch.tensor(u).to(unit_eos_token)
|
73 |
+
|
74 |
+
# # adjust the control symbols for the embedding
|
75 |
+
# unit += 4
|
76 |
+
# unit = torch.cat([unit, unit_eos_token], dim=0)
|
77 |
+
|
78 |
+
# unit, duration = torch.unique_consecutive(unit, return_counts=True)
|
79 |
+
|
80 |
+
# # adjust for the last eos token
|
81 |
+
# duration[-1] = 0
|
82 |
+
|
83 |
+
# duration *= 2
|
84 |
+
|
85 |
+
# prosody_input_seq = prosody_input_seqs[i][: prosody_input_lens[i]]
|
86 |
+
|
87 |
+
# audio_wav = self.pretssel_model(
|
88 |
+
# unit,
|
89 |
+
# tgt_lang,
|
90 |
+
# prosody_input_seq,
|
91 |
+
# durations=duration.unsqueeze(0),
|
92 |
+
# )
|
93 |
+
|
94 |
+
# audio_wavs.append(audio_wav)
|
95 |
+
|
96 |
+
# return BatchedSpeechOutput(
|
97 |
+
# units=units,
|
98 |
+
# audio_wavs=audio_wavs,
|
99 |
+
# sample_rate=self.output_sample_rate,
|
100 |
+
# )
|
101 |
+
|
102 |
+
|
103 |
+
LANGUAGE_CODE_TO_NAME = {
|
104 |
+
"afr": "Afrikaans",
|
105 |
+
"amh": "Amharic",
|
106 |
+
"arb": "Modern Standard Arabic",
|
107 |
+
"ary": "Moroccan Arabic",
|
108 |
+
"arz": "Egyptian Arabic",
|
109 |
+
"asm": "Assamese",
|
110 |
+
"ast": "Asturian",
|
111 |
+
"azj": "North Azerbaijani",
|
112 |
+
"bel": "Belarusian",
|
113 |
+
"ben": "Bengali",
|
114 |
+
"bos": "Bosnian",
|
115 |
+
"bul": "Bulgarian",
|
116 |
+
"cat": "Catalan",
|
117 |
+
"ceb": "Cebuano",
|
118 |
+
"ces": "Czech",
|
119 |
+
"ckb": "Central Kurdish",
|
120 |
+
"cmn": "Mandarin Chinese",
|
121 |
+
"cym": "Welsh",
|
122 |
+
"dan": "Danish",
|
123 |
+
"deu": "German",
|
124 |
+
"ell": "Greek",
|
125 |
+
"eng": "English",
|
126 |
+
"est": "Estonian",
|
127 |
+
"eus": "Basque",
|
128 |
+
"fin": "Finnish",
|
129 |
+
"fra": "French",
|
130 |
+
"gaz": "West Central Oromo",
|
131 |
+
"gle": "Irish",
|
132 |
+
"glg": "Galician",
|
133 |
+
"guj": "Gujarati",
|
134 |
+
"heb": "Hebrew",
|
135 |
+
"hin": "Hindi",
|
136 |
+
"hrv": "Croatian",
|
137 |
+
"hun": "Hungarian",
|
138 |
+
"hye": "Armenian",
|
139 |
+
"ibo": "Igbo",
|
140 |
+
"ind": "Indonesian",
|
141 |
+
"isl": "Icelandic",
|
142 |
+
"ita": "Italian",
|
143 |
+
"jav": "Javanese",
|
144 |
+
"jpn": "Japanese",
|
145 |
+
"kam": "Kamba",
|
146 |
+
"kan": "Kannada",
|
147 |
+
"kat": "Georgian",
|
148 |
+
"kaz": "Kazakh",
|
149 |
+
"kea": "Kabuverdianu",
|
150 |
+
"khk": "Halh Mongolian",
|
151 |
+
"khm": "Khmer",
|
152 |
+
"kir": "Kyrgyz",
|
153 |
+
"kor": "Korean",
|
154 |
+
"lao": "Lao",
|
155 |
+
"lit": "Lithuanian",
|
156 |
+
"ltz": "Luxembourgish",
|
157 |
+
"lug": "Ganda",
|
158 |
+
"luo": "Luo",
|
159 |
+
"lvs": "Standard Latvian",
|
160 |
+
"mai": "Maithili",
|
161 |
+
"mal": "Malayalam",
|
162 |
+
"mar": "Marathi",
|
163 |
+
"mkd": "Macedonian",
|
164 |
+
"mlt": "Maltese",
|
165 |
+
"mni": "Meitei",
|
166 |
+
"mya": "Burmese",
|
167 |
+
"nld": "Dutch",
|
168 |
+
"nno": "Norwegian Nynorsk",
|
169 |
+
"nob": "Norwegian Bokm\u00e5l",
|
170 |
+
"npi": "Nepali",
|
171 |
+
"nya": "Nyanja",
|
172 |
+
"oci": "Occitan",
|
173 |
+
"ory": "Odia",
|
174 |
+
"pan": "Punjabi",
|
175 |
+
"pbt": "Southern Pashto",
|
176 |
+
"pes": "Western Persian",
|
177 |
+
"pol": "Polish",
|
178 |
+
"por": "Portuguese",
|
179 |
+
"ron": "Romanian",
|
180 |
+
"rus": "Russian",
|
181 |
+
"slk": "Slovak",
|
182 |
+
"slv": "Slovenian",
|
183 |
+
"sna": "Shona",
|
184 |
+
"snd": "Sindhi",
|
185 |
+
"som": "Somali",
|
186 |
+
"spa": "Spanish",
|
187 |
+
"srp": "Serbian",
|
188 |
+
"swe": "Swedish",
|
189 |
+
"swh": "Swahili",
|
190 |
+
"tam": "Tamil",
|
191 |
+
"tel": "Telugu",
|
192 |
+
"tgk": "Tajik",
|
193 |
+
"tgl": "Tagalog",
|
194 |
+
"tha": "Thai",
|
195 |
+
"tur": "Turkish",
|
196 |
+
"ukr": "Ukrainian",
|
197 |
+
"urd": "Urdu",
|
198 |
+
"uzn": "Northern Uzbek",
|
199 |
+
"vie": "Vietnamese",
|
200 |
+
"xho": "Xhosa",
|
201 |
+
"yor": "Yoruba",
|
202 |
+
"yue": "Cantonese",
|
203 |
+
"zlm": "Colloquial Malay",
|
204 |
+
"zsm": "Standard Malay",
|
205 |
+
"zul": "Zulu",
|
206 |
+
}
|