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prerequisites.md

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Prerequisites

  • Linux or macOS
  • Anaconda or Miniconda
  • NVIDIA GPU + CUDA CuDNN (CPU is not supported)

Clone

Clone the repository:

git clone https://github.com/haoxiangsnr/FullSubNet
cd FullSubNet

Environment && Installation

Install Anaconda or Miniconda, and then install conda and pip packages:

# Create conda environment
conda create --name FullSubNet python=3.8
conda activate FullSubNet

# Install conda packages
# Check python=3.8, cudatoolkit=10.2, pytorch=1.7.1, torchaudio=0.7
conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch
conda install tensorboard joblib matplotlib

# Install pip packages
# Check librosa=0.8
pip install Cython
pip install librosa pesq pypesq pystoi tqdm toml colorful mir_eval

# (Optional) If you want to load "mp3" format audio in your dataset
conda install -c conda-forge ffmpeg