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Deep Complex Network for Voice Separation

This repository is the final project for b02504036, r06943014, b02901031, r06943020.

Requirements

  • Python >= 3.5
  • Pytorch == 0.2.0

Install requirements for music separation

pip install librosa, scipy

Download data sets for training.

python download.py

Unzip the download file

unzip mir-1k.zip

Training

python train.py --local-data=[/path/to/mir-1k/train_data]
--model_dir=[/path/to/your/model/saving/directory]

Testing

python test.py --test_dir=[/path/to/mir-1k/test_data]
--output=[/path/to/output/saving/dir] --model_path=models/complex.pth

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