baekms/pywsj0-mix

wsj0-{2, 3, 4, 5} mix generation scripts, in Python.

wsj0-mix generation scripts, in Python

The generate_wsjmix.py reproduces the original Matlab generation scripts for 2 and 3 sources (around 70dB SNR between Matlab and Python output files), and also works for 4 and 5 sources, as introduced here.

Many thanks to @Jonathan-LeRoux for providing activlev outputs, verifying the match and debugging the code!

Usage

To generate wsj0-mix data, run (after git clone pywsj0-mix && pywsj0-mix):

python generate_wsjmix.py -p wsj0_path -o output_path -n n_sources -sr sr

Where:

• wsj0_path is the path to the folder containing the wsj0 folder (itself containing si_trs, si_et_05, etc.).

• output_path is the output folder where 2speakers, 3speakers folder will be created. Default ./wsj0-mix

• n_sources is the number of sources you'd like to simulate (from 2 to 5). Default 2.

• sr is the sampling frequency. Default 8000.

To generate all the possible versions of wsj0-mix (around 330Go), run

for nsrc in 2 3 4 5; do
  for sr in 8000 16000; do
    python generate_wsjmix.py -p wsj0_path -o output_path -n $nsrc -sr $sr
  done
done