Get rid of librosa dependency in favor of torchaudio

asteroid-team / torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

MIT License

951 stars 87 forks source link

Open hbredin opened 2 years ago

hbredin commented 2 years ago

torchaudio now does a good job loading and resampling audio.

Would be nice to get rid of (sometimes tricky to install) librosa in favor of torchaudio.

Related: #9

iver56 commented 2 years ago

Good! Yeah, I agree, let's get rid of the librosa dependency. I haven't followed the progress in torchaudio closely. Did they speed up their resampling since https://github.com/asteroid-team/torch-audiomentations/issues/37#issuecomment-724691882 ?

Bomme commented 2 years ago

Since version 0.8.0 the resampling in torchaudio is based on julius.

Leveraged julius resampling implementation to make resampling faster. (https://github.com/pytorch/audio/pull/1087)

hbredin commented 2 years ago