Spaces:
Sleeping
Sleeping
# Use an official NVIDIA CUDA image with cudnn8 and Ubuntu 20.04 as the base | |
FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu20.04 | |
# Set non-interactive installation to avoid timezone and other prompts | |
ENV DEBIAN_FRONTEND=noninteractive | |
# Install necessary packages including Miniconda | |
RUN apt-get update && apt-get install -y --no-install-recommends \ | |
wget \ | |
git \ | |
espeak \ | |
espeak-ng \ | |
ffmpeg \ | |
tk \ | |
mecab \ | |
libmecab-dev \ | |
mecab-ipadic-utf8 \ | |
build-essential \ | |
calibre \ | |
&& rm -rf /var/lib/apt/lists/* | |
RUN ebook-convert --version | |
# Install Miniconda | |
RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \ | |
bash ~/miniconda.sh -b -p /opt/conda && \ | |
rm ~/miniconda.sh | |
# Set PATH to include conda | |
ENV PATH=/opt/conda/bin:$PATH | |
# Create a conda environment with Python 3.10 | |
RUN conda create -n ebookenv python=3.10 -y | |
# Activate the conda environment | |
SHELL ["conda", "run", "-n", "ebookenv", "/bin/bash", "-c"] | |
# Install Python dependencies using conda and pip | |
RUN conda install -n ebookenv -c conda-forge \ | |
pydub \ | |
nltk \ | |
mecab-python3 \ | |
&& pip install --no-cache-dir \ | |
bs4 \ | |
beautifulsoup4 \ | |
ebooklib \ | |
tqdm \ | |
tts==0.21.3 \ | |
unidic \ | |
gradio | |
# Download unidic | |
RUN python -m unidic download | |
# Set the working directory in the container | |
WORKDIR /ebook2audiobookXTTS | |
# Clone the ebook2audiobookXTTS repository | |
RUN git clone https://github.com/DrewThomasson/ebook2audiobookXTTS.git . | |
# Copy test audio file | |
COPY default_voice.wav /ebook2audiobookXTTS/ | |
# Run a test to set up XTTS | |
RUN echo "import torch" > /tmp/script1.py && \ | |
echo "from TTS.api import TTS" >> /tmp/script1.py && \ | |
echo "device = 'cuda' if torch.cuda.is_available() else 'cpu'" >> /tmp/script1.py && \ | |
echo "print(TTS().list_models())" >> /tmp/script1.py && \ | |
echo "tts = TTS('tts_models/multilingual/multi-dataset/xtts_v2').to(device)" >> /tmp/script1.py && \ | |
echo "wav = tts.tts(text='Hello world!', speaker_wav='default_voice.wav', language='en')" >> /tmp/script1.py && \ | |
echo "tts.tts_to_file(text='Hello world!', speaker_wav='default_voice.wav', language='en', file_path='output.wav')" >> /tmp/script1.py && \ | |
yes | python /tmp/script1.py | |
# Remove the test audio file | |
RUN rm -f /ebook2audiobookXTTS/output.wav | |
# Verify that the script exists and has the correct permissions | |
RUN ls -la /ebook2audiobookXTTS/ | |
# Check if the script exists and log its presence | |
RUN if [ -f /ebook2audiobookXTTS/custom_model_ebook2audiobookXTTS_with_link_gradio.py ]; then echo "Script found."; else echo "Script not found."; exit 1; fi | |
# Modify the Python script to set share=True | |
RUN sed -i 's/demo.launch(share=False)/demo.launch(share=True)/' /ebook2audiobookXTTS/custom_model_ebook2audiobookXTTS_with_link_gradio.py | |
# Download the punkt package for nltk | |
RUN python -m nltk.downloader punkt | |
# Set the command to run your GUI application using the conda environment | |
CMD ["conda", "run", "--no-capture-output", "-n", "ebookenv", "python", "/ebook2audiobookXTTS/custom_model_ebook2audiobookXTTS_with_link_gradio.py"] | |