VoiceCraft/Dockerfile

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2024-04-03 14:21:46 +02:00
FROM jupyter/base-notebook:python-3.9.13
USER root
# Install OS dependencies
RUN apt-get update && apt-get install -y git-core ffmpeg espeak-ng && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Update Conda, create the voicecraft environment, and install dependencies
RUN conda update -y -n base -c conda-forge conda && \
conda create -y -n voicecraft python=3.9.16 && \
conda run -n voicecraft conda install -y -c conda-forge montreal-forced-aligner=2.2.17 openfst=1.8.2 kaldi=5.5.1068 && \
conda run -n voicecraft pip install torch==2.0.1 && \
tensorboard==2.16.2 && \
phonemizer==3.2.1 && \
torchaudio==2.0.2 && \
datasets==2.16.0 && \
torchmetrics==0.11.1 && \
conda run -n voicecraft pip install -e git+https://github.com/facebookresearch/audiocraft.git@c5157b5bf14bf83449c17ea1eeb66c19fb4bc7f0#egg=audiocraft
# Install the Jupyter kernel
RUN conda install -n voicecraft ipykernel --update-deps --force-reinstall -y && \
conda run -n voicecraft python -m ipykernel install --name=voicecraft