support batching for kaldi compliant feature extraction functions
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enhancement
Kaldi
- Dominant language
- Python
- Stars
- 2.9k
- Forks
- 799
- Avg merge
- 58m
- Merged PRs (30d)
- 3
Description
🚀 Feature
batch dimension should be supported for kaldi complaint functions, for example, in torchaudio.compliance.kaldi.fbank
Motivation
Computation on GPU and use batches is essential
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 at the torchaudio.compliance.kaldi.fbank entry point and inspect how Kaldi-compliant feature extraction currently handles its input dimensions. Review related Kaldi-compliant functions for consistency, then verify that batched inputs work correctly on GPU and produce the expected batched features.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- audio-video-rtc
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100