Add support for bitrate in sox_io backend
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- Dominant language
- Python
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Description
soxi shows the files bitrate, but I'm pretty sure torchaudio.info doesn't when using the sox_io backend.
🚀 Feature
Create functionality within torchaudio.info and the AudioMetadata object to be able to determine a files bitrate.
Motivation
I want to be able to easily determine the bitrate within torchaudio so that I can do EDA and see if bitrate of audios has an impact on inference (e.g. if train set audios are all high bitrate but inference is low bitrate, will it lower accuracy?) If so then knowing the bitrates of the audios is important so that you can do proper augmentation to prevent the decreased accuracy.
Pitch
soxi shows bitrate, but as far as I can tell, torchaudio.info using the sox_io backend doesn't. Make torchaudio.info have the same data as soxi when using the sox_io_backend
Alternatives
I tried doing this outside of torchaudio with pydub, mutagen, file (command line) and soxi but it would be better if everything could be done with torchaudio. Thank you.
Additional context
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the torchaudio.info and AudioMetadata entry points, then compare the sox_io metadata they expose with the bitrate reported by soxi. Done means torchaudio.info using sox_io can determine and expose a file's bitrate through AudioMetadata.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- audio-video-rtc
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100