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Running
on
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Running
on
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- .gitattributes +18 -1
- .gitignore +159 -0
- Dockerfile +59 -0
- LICENSE +21 -0
- README.md +7 -5
- app.py +382 -0
- docs/sadtalker_logo.png +0 -0
- examples/.DS_Store +0 -0
- examples/driven_audio/RD_Radio31_000.wav +0 -0
- examples/driven_audio/RD_Radio34_002.wav +0 -0
- examples/driven_audio/RD_Radio36_000.wav +0 -0
- examples/driven_audio/RD_Radio40_000.wav +0 -0
- examples/driven_audio/bus_chinese.wav +0 -0
- examples/driven_audio/chinese_news.wav +3 -0
- examples/driven_audio/chinese_poem1.wav +0 -0
- examples/driven_audio/chinese_poem2.wav +0 -0
- examples/driven_audio/deyu.wav +3 -0
- examples/driven_audio/eluosi.wav +3 -0
- examples/driven_audio/fayu.wav +3 -0
- examples/driven_audio/imagine.wav +3 -0
- examples/driven_audio/itosinger1.wav +0 -0
- examples/driven_audio/japanese.wav +3 -0
- examples/source_image/art_0.png +0 -0
- examples/source_image/art_1.png +0 -0
- examples/source_image/art_10.png +0 -0
- examples/source_image/art_11.png +0 -0
- examples/source_image/art_12.png +0 -0
- examples/source_image/art_13.png +0 -0
- examples/source_image/art_14.png +0 -0
- examples/source_image/art_15.png +0 -0
- examples/source_image/art_16.png +3 -0
- examples/source_image/art_17.png +3 -0
- examples/source_image/art_18.png +0 -0
- examples/source_image/art_19.png +0 -0
- examples/source_image/art_2.png +0 -0
- examples/source_image/art_20.png +0 -0
- examples/source_image/art_3.png +3 -0
- examples/source_image/art_4.png +3 -0
- examples/source_image/art_5.png +3 -0
- examples/source_image/art_6.png +0 -0
- examples/source_image/art_7.png +0 -0
- examples/source_image/art_8.png +3 -0
- examples/source_image/art_9.png +3 -0
- examples/source_image/full3.png +0 -0
- examples/source_image/full4.jpeg +0 -0
- examples/source_image/full_body_1.png +0 -0
- examples/source_image/full_body_2.png +0 -0
- examples/source_image/happy.png +0 -0
- examples/source_image/happy1.png +0 -0
- examples/source_image/people_0.png +0 -0
.gitattributes
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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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*.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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*.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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*.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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*.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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checkpoints/BFM_Fitting/01_MorphableModel.mat filter=lfs diff=lfs merge=lfs -text
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checkpoints/BFM_Fitting/BFM09_model_info.mat filter=lfs diff=lfs merge=lfs -text
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checkpoints/facevid2vid_00189-model.pth.tar filter=lfs diff=lfs merge=lfs -text
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checkpoints/mapping_00229-model.pth.tar filter=lfs diff=lfs merge=lfs -text
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checkpoints/shape_predictor_68_face_landmarks.dat filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/chinese_news.wav filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/deyu.wav filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/eluosi.wav filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/fayu.wav filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/imagine.wav filter=lfs diff=lfs merge=lfs -text
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examples/driven_audio/japanese.wav filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_16.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_17.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_3.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_4.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_5.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_8.png filter=lfs diff=lfs merge=lfs -text
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examples/source_image/art_9.png filter=lfs diff=lfs merge=lfs -text
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.gitignore
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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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+
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# Installer logs
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+
pip-log.txt
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+
pip-delete-this-directory.txt
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# Unit test / coverage reports
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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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# Translations
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*.mo
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*.pot
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# Django stuff:
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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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65 |
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instance/
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.webassets-cache
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+
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# Scrapy stuff:
|
69 |
+
.scrapy
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+
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# Sphinx documentation
|
72 |
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docs/_build/
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# PyBuilder
|
75 |
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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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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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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+
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# SageMath parsed files
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*.sage.py
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# Environments
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+
.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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132 |
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.spyderproject
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.spyproject
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+
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# Rope project settings
|
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.ropeproject
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# mkdocs documentation
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139 |
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
|
144 |
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dmypy.json
|
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+
|
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# Pyre type checker
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147 |
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.pyre/
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+
|
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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153 |
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cython_debug/
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results/
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+
checkpoints/
|
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+
gradio_cached_examples/
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+
gfpgan/
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+
start.sh
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Dockerfile
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+
FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
|
2 |
+
ENV DEBIAN_FRONTEND=noninteractive
|
3 |
+
RUN apt-get update && \
|
4 |
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apt-get upgrade -y && \
|
5 |
+
apt-get install -y --no-install-recommends \
|
6 |
+
git \
|
7 |
+
zip \
|
8 |
+
unzip \
|
9 |
+
git-lfs \
|
10 |
+
wget \
|
11 |
+
curl \
|
12 |
+
# ffmpeg \
|
13 |
+
ffmpeg \
|
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x264 \
|
15 |
+
# python build dependencies \
|
16 |
+
build-essential \
|
17 |
+
libssl-dev \
|
18 |
+
zlib1g-dev \
|
19 |
+
libbz2-dev \
|
20 |
+
libreadline-dev \
|
21 |
+
libsqlite3-dev \
|
22 |
+
libncursesw5-dev \
|
23 |
+
xz-utils \
|
24 |
+
tk-dev \
|
25 |
+
libxml2-dev \
|
26 |
+
libxmlsec1-dev \
|
27 |
+
libffi-dev \
|
28 |
+
liblzma-dev && \
|
29 |
+
apt-get clean && \
|
30 |
+
rm -rf /var/lib/apt/lists/*
|
31 |
+
|
32 |
+
RUN useradd -m -u 1000 user
|
33 |
+
USER user
|
34 |
+
ENV HOME=/home/user \
|
35 |
+
PATH=/home/user/.local/bin:${PATH}
|
36 |
+
WORKDIR ${HOME}/app
|
37 |
+
|
38 |
+
RUN curl https://pyenv.run | bash
|
39 |
+
ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
|
40 |
+
ENV PYTHON_VERSION=3.10.9
|
41 |
+
RUN pyenv install ${PYTHON_VERSION} && \
|
42 |
+
pyenv global ${PYTHON_VERSION} && \
|
43 |
+
pyenv rehash && \
|
44 |
+
pip install --no-cache-dir -U pip setuptools wheel
|
45 |
+
|
46 |
+
RUN pip install --no-cache-dir -U torch==1.12.1 torchvision==0.13.1
|
47 |
+
COPY --chown=1000 requirements.txt /tmp/requirements.txt
|
48 |
+
RUN pip install --no-cache-dir -U -r /tmp/requirements.txt
|
49 |
+
|
50 |
+
COPY --chown=1000 . ${HOME}/app
|
51 |
+
RUN ls -a
|
52 |
+
ENV PYTHONPATH=${HOME}/app \
|
53 |
+
PYTHONUNBUFFERED=1 \
|
54 |
+
GRADIO_ALLOW_FLAGGING=never \
|
55 |
+
GRADIO_NUM_PORTS=1 \
|
56 |
+
GRADIO_SERVER_NAME=0.0.0.0 \
|
57 |
+
GRADIO_THEME=huggingface \
|
58 |
+
SYSTEM=spaces
|
59 |
+
CMD ["python", "app.py"]
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LICENSE
ADDED
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MIT License
|
2 |
+
|
3 |
+
Copyright (c) 2023 Tencent AI Lab
|
4 |
+
|
5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
6 |
+
of this software and associated documentation files (the "Software"), to deal
|
7 |
+
in the Software without restriction, including without limitation the rights
|
8 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
9 |
+
copies of the Software, and to permit persons to whom the Software is
|
10 |
+
furnished to do so, subject to the following conditions:
|
11 |
+
|
12 |
+
The above copyright notice and this permission notice shall be included in all
|
13 |
+
copies or substantial portions of the Software.
|
14 |
+
|
15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
21 |
+
SOFTWARE.
|
README.md
CHANGED
@@ -1,12 +1,14 @@
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|
1 |
---
|
2 |
title: SadTalker
|
3 |
-
emoji:
|
4 |
-
colorFrom:
|
5 |
-
colorTo:
|
6 |
sdk: gradio
|
7 |
-
sdk_version:
|
8 |
app_file: app.py
|
9 |
pinned: false
|
|
|
10 |
---
|
11 |
|
12 |
-
|
|
|
|
1 |
---
|
2 |
title: SadTalker
|
3 |
+
emoji: 😭
|
4 |
+
colorFrom: purple
|
5 |
+
colorTo: green
|
6 |
sdk: gradio
|
7 |
+
sdk_version: 3.23.0
|
8 |
app_file: app.py
|
9 |
pinned: false
|
10 |
+
license: mit
|
11 |
---
|
12 |
|
13 |
+
|
14 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
app.py
ADDED
@@ -0,0 +1,382 @@
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|
|
|
|
|
1 |
+
import os
|
2 |
+
import platform
|
3 |
+
import torch
|
4 |
+
import gradio as gr
|
5 |
+
from huggingface_hub import snapshot_download
|
6 |
+
import uuid
|
7 |
+
import shutil
|
8 |
+
from pydub import AudioSegment
|
9 |
+
import spaces
|
10 |
+
|
11 |
+
from src.facerender.pirender_animate import AnimateFromCoeff_PIRender
|
12 |
+
from src.utils.preprocess import CropAndExtract
|
13 |
+
from src.test_audio2coeff import Audio2Coeff
|
14 |
+
from src.facerender.animate import AnimateFromCoeff
|
15 |
+
from src.generate_batch import get_data
|
16 |
+
from src.generate_facerender_batch import get_facerender_data
|
17 |
+
from src.utils.init_path import init_path
|
18 |
+
|
19 |
+
|
20 |
+
def get_source_image(image):
|
21 |
+
return image
|
22 |
+
|
23 |
+
|
24 |
+
def toggle_audio_file(choice):
|
25 |
+
if choice == False:
|
26 |
+
return gr.update(visible=True), gr.update(visible=False)
|
27 |
+
else:
|
28 |
+
return gr.update(visible=False), gr.update(visible=True)
|
29 |
+
|
30 |
+
|
31 |
+
def ref_video_fn(path_of_ref_video):
|
32 |
+
if path_of_ref_video is not None:
|
33 |
+
return gr.update(value=True)
|
34 |
+
else:
|
35 |
+
return gr.update(value=False)
|
36 |
+
|
37 |
+
|
38 |
+
if torch.cuda.is_available():
|
39 |
+
device = "cuda"
|
40 |
+
elif platform.system() == 'Darwin': # macos
|
41 |
+
device = "mps"
|
42 |
+
else:
|
43 |
+
device = "cpu"
|
44 |
+
|
45 |
+
os.environ['TORCH_HOME'] = 'checkpoints'
|
46 |
+
|
47 |
+
checkpoint_path = 'checkpoints'
|
48 |
+
config_path = 'src/config'
|
49 |
+
|
50 |
+
snapshot_download(repo_id='vinthony/SadTalker-V002rc',
|
51 |
+
local_dir='./checkpoints', local_dir_use_symlinks=True)
|
52 |
+
|
53 |
+
|
54 |
+
def mp3_to_wav(mp3_filename, wav_filename, frame_rate):
|
55 |
+
mp3_file = AudioSegment.from_file(file=mp3_filename)
|
56 |
+
mp3_file.set_frame_rate(frame_rate).export(wav_filename, format="wav")
|
57 |
+
|
58 |
+
|
59 |
+
@spaces.GPU()
|
60 |
+
def test(source_image, driven_audio, preprocess='crop',
|
61 |
+
still_mode=False, use_enhancer=False, batch_size=1, size=256,
|
62 |
+
pose_style=0,
|
63 |
+
facerender='facevid2vid',
|
64 |
+
exp_scale=1.0,
|
65 |
+
use_ref_video=False,
|
66 |
+
ref_video=None,
|
67 |
+
ref_info=None,
|
68 |
+
use_idle_mode=False,
|
69 |
+
length_of_audio=0, use_blink=True,
|
70 |
+
result_dir='./results/'):
|
71 |
+
|
72 |
+
sadtalker_paths = init_path(
|
73 |
+
checkpoint_path, config_path, size, False, preprocess)
|
74 |
+
|
75 |
+
audio_to_coeff = Audio2Coeff(sadtalker_paths, device)
|
76 |
+
preprocess_model = CropAndExtract(sadtalker_paths, device)
|
77 |
+
|
78 |
+
if facerender == 'facevid2vid' and device != 'mps':
|
79 |
+
animate_from_coeff = AnimateFromCoeff(
|
80 |
+
sadtalker_paths, device)
|
81 |
+
elif facerender == 'pirender' or device == 'mps':
|
82 |
+
animate_from_coeff = AnimateFromCoeff_PIRender(
|
83 |
+
sadtalker_paths, device)
|
84 |
+
facerender = 'pirender'
|
85 |
+
else:
|
86 |
+
raise (RuntimeError('Unknown model: {}'.format(facerender)))
|
87 |
+
|
88 |
+
time_tag = str(uuid.uuid4())
|
89 |
+
save_dir = os.path.join(result_dir, time_tag)
|
90 |
+
os.makedirs(save_dir, exist_ok=True)
|
91 |
+
|
92 |
+
input_dir = os.path.join(save_dir, 'input')
|
93 |
+
os.makedirs(input_dir, exist_ok=True)
|
94 |
+
|
95 |
+
print(source_image)
|
96 |
+
pic_path = os.path.join(input_dir, os.path.basename(source_image))
|
97 |
+
shutil.move(source_image, input_dir)
|
98 |
+
|
99 |
+
if driven_audio is not None and os.path.isfile(driven_audio):
|
100 |
+
audio_path = os.path.join(input_dir, os.path.basename(driven_audio))
|
101 |
+
|
102 |
+
# mp3 to wav
|
103 |
+
if '.mp3' in audio_path:
|
104 |
+
mp3_to_wav(driven_audio, audio_path.replace('.mp3', '.wav'), 16000)
|
105 |
+
audio_path = audio_path.replace('.mp3', '.wav')
|
106 |
+
else:
|
107 |
+
shutil.move(driven_audio, input_dir)
|
108 |
+
|
109 |
+
elif use_idle_mode:
|
110 |
+
# generate audio from this new audio_path
|
111 |
+
audio_path = os.path.join(
|
112 |
+
input_dir, 'idlemode_'+str(length_of_audio)+'.wav')
|
113 |
+
from pydub import AudioSegment
|
114 |
+
one_sec_segment = AudioSegment.silent(
|
115 |
+
duration=1000*length_of_audio) # duration in milliseconds
|
116 |
+
one_sec_segment.export(audio_path, format="wav")
|
117 |
+
else:
|
118 |
+
print(use_ref_video, ref_info)
|
119 |
+
assert use_ref_video == True and ref_info == 'all'
|
120 |
+
|
121 |
+
if use_ref_video and ref_info == 'all': # full ref mode
|
122 |
+
ref_video_videoname = os.path.basename(ref_video)
|
123 |
+
audio_path = os.path.join(save_dir, ref_video_videoname+'.wav')
|
124 |
+
print('new audiopath:', audio_path)
|
125 |
+
# if ref_video contains audio, set the audio from ref_video.
|
126 |
+
cmd = r"ffmpeg -y -hide_banner -loglevel error -i %s %s" % (
|
127 |
+
ref_video, audio_path)
|
128 |
+
os.system(cmd)
|
129 |
+
|
130 |
+
os.makedirs(save_dir, exist_ok=True)
|
131 |
+
|
132 |
+
# crop image and extract 3dmm from image
|
133 |
+
first_frame_dir = os.path.join(save_dir, 'first_frame_dir')
|
134 |
+
os.makedirs(first_frame_dir, exist_ok=True)
|
135 |
+
first_coeff_path, crop_pic_path, crop_info = preprocess_model.generate(
|
136 |
+
pic_path, first_frame_dir, preprocess, True, size)
|
137 |
+
|
138 |
+
if first_coeff_path is None:
|
139 |
+
raise AttributeError("No face is detected")
|
140 |
+
|
141 |
+
if use_ref_video:
|
142 |
+
print('using ref video for genreation')
|
143 |
+
ref_video_videoname = os.path.splitext(os.path.split(ref_video)[-1])[0]
|
144 |
+
ref_video_frame_dir = os.path.join(save_dir, ref_video_videoname)
|
145 |
+
os.makedirs(ref_video_frame_dir, exist_ok=True)
|
146 |
+
print('3DMM Extraction for the reference video providing pose')
|
147 |
+
ref_video_coeff_path, _, _ = preprocess_model.generate(
|
148 |
+
ref_video, ref_video_frame_dir, preprocess, source_image_flag=False)
|
149 |
+
else:
|
150 |
+
ref_video_coeff_path = None
|
151 |
+
|
152 |
+
if use_ref_video:
|
153 |
+
if ref_info == 'pose':
|
154 |
+
ref_pose_coeff_path = ref_video_coeff_path
|
155 |
+
ref_eyeblink_coeff_path = None
|
156 |
+
elif ref_info == 'blink':
|
157 |
+
ref_pose_coeff_path = None
|
158 |
+
ref_eyeblink_coeff_path = ref_video_coeff_path
|
159 |
+
elif ref_info == 'pose+blink':
|
160 |
+
ref_pose_coeff_path = ref_video_coeff_path
|
161 |
+
ref_eyeblink_coeff_path = ref_video_coeff_path
|
162 |
+
elif ref_info == 'all':
|
163 |
+
ref_pose_coeff_path = None
|
164 |
+
ref_eyeblink_coeff_path = None
|
165 |
+
else:
|
166 |
+
raise ('error in refinfo')
|
167 |
+
else:
|
168 |
+
ref_pose_coeff_path = None
|
169 |
+
ref_eyeblink_coeff_path = None
|
170 |
+
|
171 |
+
# audio2ceoff
|
172 |
+
if use_ref_video and ref_info == 'all':
|
173 |
+
# audio_to_coeff.generate(batch, save_dir, pose_style, ref_pose_coeff_path)
|
174 |
+
coeff_path = ref_video_coeff_path
|
175 |
+
else:
|
176 |
+
batch = get_data(first_coeff_path, audio_path, device, ref_eyeblink_coeff_path=ref_eyeblink_coeff_path, still=still_mode,
|
177 |
+
idlemode=use_idle_mode, length_of_audio=length_of_audio, use_blink=use_blink) # longer audio?
|
178 |
+
coeff_path = audio_to_coeff.generate(
|
179 |
+
batch, save_dir, pose_style, ref_pose_coeff_path)
|
180 |
+
|
181 |
+
# coeff2video
|
182 |
+
data = get_facerender_data(coeff_path, crop_pic_path, first_coeff_path, audio_path, batch_size, still_mode=still_mode,
|
183 |
+
preprocess=preprocess, size=size, expression_scale=exp_scale, facemodel=facerender)
|
184 |
+
return_path = animate_from_coeff.generate(
|
185 |
+
data, save_dir, pic_path, crop_info, enhancer='gfpgan' if use_enhancer else None, preprocess=preprocess, img_size=size)
|
186 |
+
video_name = data['video_name']
|
187 |
+
print(f'The generated video is named {video_name} in {save_dir}')
|
188 |
+
|
189 |
+
del preprocess_model
|
190 |
+
del audio_to_coeff
|
191 |
+
del animate_from_coeff
|
192 |
+
|
193 |
+
if torch.cuda.is_available():
|
194 |
+
torch.cuda.empty_cache()
|
195 |
+
torch.cuda.synchronize()
|
196 |
+
|
197 |
+
import gc
|
198 |
+
gc.collect()
|
199 |
+
|
200 |
+
return return_path
|
201 |
+
|
202 |
+
|
203 |
+
with gr.Blocks(analytics_enabled=False) as demo:
|
204 |
+
with gr.Row().style(equal_height=False):
|
205 |
+
with gr.Column(variant='panel'):
|
206 |
+
with gr.Tabs(elem_id="sadtalker_source_image"):
|
207 |
+
with gr.TabItem('Source image'):
|
208 |
+
with gr.Row():
|
209 |
+
source_image = gr.Image(
|
210 |
+
label="Source image", source="upload", type="filepath", elem_id="img2img_image").style(width=512)
|
211 |
+
|
212 |
+
with gr.Tabs(elem_id="sadtalker_driven_audio"):
|
213 |
+
with gr.TabItem('Driving Methods'):
|
214 |
+
gr.Markdown(
|
215 |
+
"Possible driving combinations: <br> 1. Audio only 2. Audio/IDLE Mode + Ref Video(pose, blink, pose+blink) 3. IDLE Mode only 4. Ref Video only (all) ")
|
216 |
+
|
217 |
+
with gr.Row():
|
218 |
+
driven_audio = gr.Audio(
|
219 |
+
label="Input audio", source="upload", type="filepath")
|
220 |
+
driven_audio_no = gr.Audio(
|
221 |
+
label="Use IDLE mode, no audio is required", source="upload", type="filepath", visible=False)
|
222 |
+
|
223 |
+
with gr.Column():
|
224 |
+
use_idle_mode = gr.Checkbox(
|
225 |
+
label="Use Idle Animation")
|
226 |
+
length_of_audio = gr.Number(
|
227 |
+
value=5, label="The length(seconds) of the generated video.")
|
228 |
+
use_idle_mode.change(toggle_audio_file, inputs=use_idle_mode, outputs=[
|
229 |
+
driven_audio, driven_audio_no]) # todo
|
230 |
+
|
231 |
+
with gr.Row():
|
232 |
+
ref_video = gr.Video(
|
233 |
+
label="Reference Video", source="upload", type="filepath", elem_id="vidref").style(width=512)
|
234 |
+
|
235 |
+
with gr.Column():
|
236 |
+
use_ref_video = gr.Checkbox(
|
237 |
+
label="Use Reference Video")
|
238 |
+
ref_info = gr.Radio(['pose', 'blink', 'pose+blink', 'all'], value='pose', label='Reference Video',
|
239 |
+
info="How to borrow from reference Video?((fully transfer, aka, video driving mode))")
|
240 |
+
|
241 |
+
ref_video.change(ref_video_fn, inputs=ref_video, outputs=[
|
242 |
+
use_ref_video]) # todo
|
243 |
+
|
244 |
+
with gr.Column(variant='panel'):
|
245 |
+
with gr.Tabs(elem_id="sadtalker_checkbox"):
|
246 |
+
with gr.TabItem('Settings'):
|
247 |
+
with gr.Column(variant='panel'):
|
248 |
+
# width = gr.Slider(minimum=64, elem_id="img2img_width", maximum=2048, step=8, label="Manually Crop Width", value=512) # img2img_width
|
249 |
+
# height = gr.Slider(minimum=64, elem_id="img2img_height", maximum=2048, step=8, label="Manually Crop Height", value=512) # img2img_width
|
250 |
+
with gr.Row():
|
251 |
+
pose_style = gr.Slider(
|
252 |
+
minimum=0, maximum=45, step=1, label="Pose style", value=0)
|
253 |
+
exp_weight = gr.Slider(
|
254 |
+
minimum=0, maximum=3, step=0.1, label="expression scale", value=1)
|
255 |
+
blink_every = gr.Checkbox(
|
256 |
+
label="use eye blink", value=True)
|
257 |
+
|
258 |
+
with gr.Row():
|
259 |
+
size_of_image = gr.Radio(
|
260 |
+
[256, 512], value=256, label='face model resolution', info="use 256/512 model?")
|
261 |
+
preprocess_type = gr.Radio(
|
262 |
+
['crop', 'resize', 'full', 'extcrop', 'extfull'], value='crop', label='preprocess', info="How to handle input image?")
|
263 |
+
|
264 |
+
with gr.Row():
|
265 |
+
is_still_mode = gr.Checkbox(
|
266 |
+
label="Still Mode (fewer head motion, works with preprocess `full`)")
|
267 |
+
facerender = gr.Radio(
|
268 |
+
['facevid2vid', 'pirender'], value='facevid2vid', label='facerender', info="which face render?")
|
269 |
+
|
270 |
+
with gr.Row():
|
271 |
+
batch_size = gr.Slider(
|
272 |
+
label="batch size in generation", step=1, maximum=10, value=1)
|
273 |
+
enhancer = gr.Checkbox(
|
274 |
+
label="GFPGAN as Face enhancer")
|
275 |
+
|
276 |
+
submit = gr.Button(
|
277 |
+
'Generate', elem_id="sadtalker_generate", variant='primary')
|
278 |
+
|
279 |
+
with gr.Tabs(elem_id="sadtalker_genearted"):
|
280 |
+
gen_video = gr.Video(
|
281 |
+
label="Generated video", format="mp4").style(width=256)
|
282 |
+
|
283 |
+
submit.click(
|
284 |
+
fn=test,
|
285 |
+
inputs=[source_image,
|
286 |
+
driven_audio,
|
287 |
+
preprocess_type,
|
288 |
+
is_still_mode,
|
289 |
+
enhancer,
|
290 |
+
batch_size,
|
291 |
+
size_of_image,
|
292 |
+
pose_style,
|
293 |
+
facerender,
|
294 |
+
exp_weight,
|
295 |
+
use_ref_video,
|
296 |
+
ref_video,
|
297 |
+
ref_info,
|
298 |
+
use_idle_mode,
|
299 |
+
length_of_audio,
|
300 |
+
blink_every
|
301 |
+
],
|
302 |
+
outputs=[gen_video],
|
303 |
+
)
|
304 |
+
|
305 |
+
with gr.Row():
|
306 |
+
examples = [
|
307 |
+
[
|
308 |
+
'examples/source_image/full_body_1.png',
|
309 |
+
'examples/driven_audio/bus_chinese.wav',
|
310 |
+
'crop',
|
311 |
+
True,
|
312 |
+
False
|
313 |
+
],
|
314 |
+
[
|
315 |
+
'examples/source_image/full_body_2.png',
|
316 |
+
'examples/driven_audio/japanese.wav',
|
317 |
+
'crop',
|
318 |
+
False,
|
319 |
+
False
|
320 |
+
],
|
321 |
+
[
|
322 |
+
'examples/source_image/full3.png',
|
323 |
+
'examples/driven_audio/deyu.wav',
|
324 |
+
'crop',
|
325 |
+
False,
|
326 |
+
True
|
327 |
+
],
|
328 |
+
[
|
329 |
+
'examples/source_image/full4.jpeg',
|
330 |
+
'examples/driven_audio/eluosi.wav',
|
331 |
+
'full',
|
332 |
+
False,
|
333 |
+
True
|
334 |
+
],
|
335 |
+
[
|
336 |
+
'examples/source_image/full4.jpeg',
|
337 |
+
'examples/driven_audio/imagine.wav',
|
338 |
+
'full',
|
339 |
+
True,
|
340 |
+
True
|
341 |
+
],
|
342 |
+
[
|
343 |
+
'examples/source_image/full_body_1.png',
|
344 |
+
'examples/driven_audio/bus_chinese.wav',
|
345 |
+
'full',
|
346 |
+
True,
|
347 |
+
False
|
348 |
+
],
|
349 |
+
[
|
350 |
+
'examples/source_image/art_13.png',
|
351 |
+
'examples/driven_audio/fayu.wav',
|
352 |
+
'resize',
|
353 |
+
True,
|
354 |
+
False
|
355 |
+
],
|
356 |
+
[
|
357 |
+
'examples/source_image/art_5.png',
|
358 |
+
'examples/driven_audio/chinese_news.wav',
|
359 |
+
'resize',
|
360 |
+
False,
|
361 |
+
False
|
362 |
+
],
|
363 |
+
[
|
364 |
+
'examples/source_image/art_5.png',
|
365 |
+
'examples/driven_audio/RD_Radio31_000.wav',
|
366 |
+
'resize',
|
367 |
+
True,
|
368 |
+
True
|
369 |
+
],
|
370 |
+
]
|
371 |
+
gr.Examples(examples=examples,
|
372 |
+
inputs=[
|
373 |
+
source_image,
|
374 |
+
driven_audio,
|
375 |
+
preprocess_type,
|
376 |
+
is_still_mode,
|
377 |
+
enhancer],
|
378 |
+
outputs=[gen_video],
|
379 |
+
fn=test,
|
380 |
+
cache_examples=os.getenv('SYSTEM') == 'spaces')
|
381 |
+
|
382 |
+
demo.launch(debug=True)
|
docs/sadtalker_logo.png
ADDED
examples/.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
examples/driven_audio/RD_Radio31_000.wav
ADDED
Binary file (512 kB). View file
|
|
examples/driven_audio/RD_Radio34_002.wav
ADDED
Binary file (512 kB). View file
|
|
examples/driven_audio/RD_Radio36_000.wav
ADDED
Binary file (512 kB). View file
|
|
examples/driven_audio/RD_Radio40_000.wav
ADDED
Binary file (512 kB). View file
|
|
examples/driven_audio/bus_chinese.wav
ADDED
Binary file (652 kB). View file
|
|
examples/driven_audio/chinese_news.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7b0f4d313a1ca671bc4831d60bcf0c12225efbffe6c0e93e54fbfe9bcd4021cb
|
3 |
+
size 1536078
|
examples/driven_audio/chinese_poem1.wav
ADDED
Binary file (263 kB). View file
|
|
examples/driven_audio/chinese_poem2.wav
ADDED
Binary file (461 kB). View file
|
|
examples/driven_audio/deyu.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ba1839c57770a2ab0b593ce814344bfd4d750da02acc9be9e8cf5b9113a0f88a
|
3 |
+
size 2694784
|
examples/driven_audio/eluosi.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d4a3593815dc7b68c256672baa61934c9479efa770af2065fb0886f02713606e
|
3 |
+
size 1786672
|
examples/driven_audio/fayu.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16ebd13626ae4171030b4ea05cceef06078483c352e4b68d469fc2a52bfffceb
|
3 |
+
size 1940428
|
examples/driven_audio/imagine.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2db410217e074d91ae6011e1c5dc0b94f02d05d381c50af8e54253eeacad17d2
|
3 |
+
size 1618510
|
examples/driven_audio/itosinger1.wav
ADDED
Binary file (500 kB). View file
|
|
examples/driven_audio/japanese.wav
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3db5426d0b158799e2be4f609b11f75bfbd4affffe18e9a1c8e6f241fcdedcfc
|
3 |
+
size 2622712
|
examples/source_image/art_0.png
ADDED
examples/source_image/art_1.png
ADDED
examples/source_image/art_10.png
ADDED
examples/source_image/art_11.png
ADDED
examples/source_image/art_12.png
ADDED
examples/source_image/art_13.png
ADDED
examples/source_image/art_14.png
ADDED
examples/source_image/art_15.png
ADDED
examples/source_image/art_16.png
ADDED
Git LFS Details
|
examples/source_image/art_17.png
ADDED
Git LFS Details
|
examples/source_image/art_18.png
ADDED
examples/source_image/art_19.png
ADDED
examples/source_image/art_2.png
ADDED
examples/source_image/art_20.png
ADDED
examples/source_image/art_3.png
ADDED
Git LFS Details
|
examples/source_image/art_4.png
ADDED
Git LFS Details
|
examples/source_image/art_5.png
ADDED
Git LFS Details
|
examples/source_image/art_6.png
ADDED
examples/source_image/art_7.png
ADDED
examples/source_image/art_8.png
ADDED
Git LFS Details
|
examples/source_image/art_9.png
ADDED
Git LFS Details
|
examples/source_image/full3.png
ADDED
examples/source_image/full4.jpeg
ADDED
examples/source_image/full_body_1.png
ADDED
examples/source_image/full_body_2.png
ADDED
examples/source_image/happy.png
ADDED
examples/source_image/happy1.png
ADDED
examples/source_image/people_0.png
ADDED