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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
    	
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| 1 | 
            +
            # Byte-compiled / optimized / DLL files
         | 
| 2 | 
            +
            __pycache__/
         | 
| 3 | 
            +
            *.py[cod]
         | 
| 4 | 
            +
            *$py.class
         | 
| 5 | 
            +
             | 
| 6 | 
            +
            # C extensions
         | 
| 7 | 
            +
            *.so
         | 
| 8 | 
            +
             | 
| 9 | 
            +
            # Distribution / packaging
         | 
| 10 | 
            +
            .Python
         | 
| 11 | 
            +
            build/
         | 
| 12 | 
            +
            develop-eggs/
         | 
| 13 | 
            +
            dist/
         | 
| 14 | 
            +
            downloads/
         | 
| 15 | 
            +
            eggs/
         | 
| 16 | 
            +
            .eggs/
         | 
| 17 | 
            +
            lib/
         | 
| 18 | 
            +
            lib64/
         | 
| 19 | 
            +
            parts/
         | 
| 20 | 
            +
            sdist/
         | 
| 21 | 
            +
            var/
         | 
| 22 | 
            +
            wheels/
         | 
| 23 | 
            +
            share/python-wheels/
         | 
| 24 | 
            +
            *.egg-info/
         | 
| 25 | 
            +
            .installed.cfg
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| 26 | 
            +
            *.egg
         | 
| 27 | 
            +
            MANIFEST
         | 
| 28 | 
            +
             | 
| 29 | 
            +
            # PyInstaller
         | 
| 30 | 
            +
            #  Usually these files are written by a python script from a template
         | 
| 31 | 
            +
            #  before PyInstaller builds the exe, so as to inject date/other infos into it.
         | 
| 32 | 
            +
            *.manifest
         | 
| 33 | 
            +
            *.spec
         | 
| 34 | 
            +
             | 
| 35 | 
            +
            # Installer logs
         | 
| 36 | 
            +
            pip-log.txt
         | 
| 37 | 
            +
            pip-delete-this-directory.txt
         | 
| 38 | 
            +
             | 
| 39 | 
            +
            # Unit test / coverage reports
         | 
| 40 | 
            +
            htmlcov/
         | 
| 41 | 
            +
            .tox/
         | 
| 42 | 
            +
            .nox/
         | 
| 43 | 
            +
            .coverage
         | 
| 44 | 
            +
            .coverage.*
         | 
| 45 | 
            +
            .cache
         | 
| 46 | 
            +
            nosetests.xml
         | 
| 47 | 
            +
            coverage.xml
         | 
| 48 | 
            +
            *.cover
         | 
| 49 | 
            +
            *.py,cover
         | 
| 50 | 
            +
            .hypothesis/
         | 
| 51 | 
            +
            .pytest_cache/
         | 
| 52 | 
            +
            cover/
         | 
| 53 | 
            +
             | 
| 54 | 
            +
            # Translations
         | 
| 55 | 
            +
            *.mo
         | 
| 56 | 
            +
            *.pot
         | 
| 57 | 
            +
             | 
| 58 | 
            +
            # Django stuff:
         | 
| 59 | 
            +
            *.log
         | 
| 60 | 
            +
            local_settings.py
         | 
| 61 | 
            +
            db.sqlite3
         | 
| 62 | 
            +
            db.sqlite3-journal
         | 
| 63 | 
            +
             | 
| 64 | 
            +
            # Flask stuff:
         | 
| 65 | 
            +
            instance/
         | 
| 66 | 
            +
            .webassets-cache
         | 
| 67 | 
            +
             | 
| 68 | 
            +
            # Scrapy stuff:
         | 
| 69 | 
            +
            .scrapy
         | 
| 70 | 
            +
             | 
| 71 | 
            +
            # Sphinx documentation
         | 
| 72 | 
            +
            docs/_build/
         | 
| 73 | 
            +
             | 
| 74 | 
            +
            # PyBuilder
         | 
| 75 | 
            +
            .pybuilder/
         | 
| 76 | 
            +
            target/
         | 
| 77 | 
            +
             | 
| 78 | 
            +
            # Jupyter Notebook
         | 
| 79 | 
            +
            .ipynb_checkpoints
         | 
| 80 | 
            +
             | 
| 81 | 
            +
            # IPython
         | 
| 82 | 
            +
            profile_default/
         | 
| 83 | 
            +
            ipython_config.py
         | 
| 84 | 
            +
             | 
| 85 | 
            +
            # pyenv
         | 
| 86 | 
            +
            #   For a library or package, you might want to ignore these files since the code is
         | 
| 87 | 
            +
            #   intended to run in multiple environments; otherwise, check them in:
         | 
| 88 | 
            +
            # .python-version
         | 
| 89 | 
            +
             | 
| 90 | 
            +
            # pipenv
         | 
| 91 | 
            +
            #   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
         | 
| 92 | 
            +
            #   However, in case of collaboration, if having platform-specific dependencies or dependencies
         | 
| 93 | 
            +
            #   having no cross-platform support, pipenv may install dependencies that don't work, or not
         | 
| 94 | 
            +
            #   install all needed dependencies.
         | 
| 95 | 
            +
            #Pipfile.lock
         | 
| 96 | 
            +
             | 
| 97 | 
            +
            # poetry
         | 
| 98 | 
            +
            #   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
         | 
| 99 | 
            +
            #   This is especially recommended for binary packages to ensure reproducibility, and is more
         | 
| 100 | 
            +
            #   commonly ignored for libraries.
         | 
| 101 | 
            +
            #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
         | 
| 102 | 
            +
            #poetry.lock
         | 
| 103 | 
            +
             | 
| 104 | 
            +
            # pdm
         | 
| 105 | 
            +
            #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
         | 
| 106 | 
            +
            #pdm.lock
         | 
| 107 | 
            +
            #   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
         | 
| 108 | 
            +
            #   in version control.
         | 
| 109 | 
            +
            #   https://pdm.fming.dev/#use-with-ide
         | 
| 110 | 
            +
            .pdm.toml
         | 
| 111 | 
            +
             | 
| 112 | 
            +
            # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
         | 
| 113 | 
            +
            __pypackages__/
         | 
| 114 | 
            +
             | 
| 115 | 
            +
            # Celery stuff
         | 
| 116 | 
            +
            celerybeat-schedule
         | 
| 117 | 
            +
            celerybeat.pid
         | 
| 118 | 
            +
             | 
| 119 | 
            +
            # SageMath parsed files
         | 
| 120 | 
            +
            *.sage.py
         | 
| 121 | 
            +
             | 
| 122 | 
            +
            # Environments
         | 
| 123 | 
            +
            .env
         | 
| 124 | 
            +
            .venv
         | 
| 125 | 
            +
            env/
         | 
| 126 | 
            +
            venv/
         | 
| 127 | 
            +
            ENV/
         | 
| 128 | 
            +
            env.bak/
         | 
| 129 | 
            +
            venv.bak/
         | 
| 130 | 
            +
             | 
| 131 | 
            +
            # Spyder project settings
         | 
| 132 | 
            +
            .spyderproject
         | 
| 133 | 
            +
            .spyproject
         | 
| 134 | 
            +
             | 
| 135 | 
            +
            # Rope project settings
         | 
| 136 | 
            +
            .ropeproject
         | 
| 137 | 
            +
             | 
| 138 | 
            +
            # mkdocs documentation
         | 
| 139 | 
            +
            /site
         | 
| 140 | 
            +
             | 
| 141 | 
            +
            # mypy
         | 
| 142 | 
            +
            .mypy_cache/
         | 
| 143 | 
            +
            .dmypy.json
         | 
| 144 | 
            +
            dmypy.json
         | 
| 145 | 
            +
             | 
| 146 | 
            +
            # Pyre type checker
         | 
| 147 | 
            +
            .pyre/
         | 
| 148 | 
            +
             | 
| 149 | 
            +
            # pytype static type analyzer
         | 
| 150 | 
            +
            .pytype/
         | 
| 151 | 
            +
             | 
| 152 | 
            +
            # Cython debug symbols
         | 
| 153 | 
            +
            cython_debug/
         | 
| 154 | 
            +
             | 
| 155 | 
            +
            results/
         | 
| 156 | 
            +
            checkpoints/
         | 
| 157 | 
            +
            gradio_cached_examples/
         | 
| 158 | 
            +
            gfpgan/
         | 
| 159 | 
            +
            start.sh
         | 
    	
        Dockerfile
    ADDED
    
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| 1 | 
            +
            FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
         | 
| 2 | 
            +
            ENV DEBIAN_FRONTEND=noninteractive
         | 
| 3 | 
            +
            RUN apt-get update && \
         | 
| 4 | 
            +
                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 \
         | 
| 14 | 
            +
                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"]
         | 
    	
        LICENSE
    ADDED
    
    | @@ -0,0 +1,21 @@ | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
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|  | |
|  | 
|  | |
| 1 | 
            +
            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 @@ | |
| 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
    
    |   |