TrainDeepSpeechGerman

This contains singularity Container in which you can train the DeepSpeech Neural Network.

You can build the container via

sudo singularity build test.img recipe

By using this container, you agree to the Mozilla-DeepSpeech and CommonVoice-License-agreements.

Size of this container

This container is nearly 90GB large! Be careful to have enough free space left before building it.

How to runs this for training then?

singularity exec ds.img python3 /ds/DeepSpeech.py --train_files /dstrain/clips/train.csv --dev_files /dstrain/clips/dev.csv --test_files /dstrain/clips/test.csv --alphabet_config_path /dstrain/alphabet.txt --automatic_mixed_precision=True

Also, there's the run_sbatch.sh which will handle most stuff automatically.

sbatch --time="20:00:00" run_sbatch.sh