facebookresearch / facebookresearch/fairseq2
Enable unsupervised speech dataloading
- Dominant language
- Python
- Stars
- 1.1k
- Forks
- 144
- Avg merge
- 4d 1h
- Merged PRs (30d)
- 1
Description
**Is your feature request related to a problem? Please describe:**
Currently the `GenericSpeechDataset` is [not implemented](https://github.com/facebookresearch/fairseq2/blob/main/src/fairseq2/datasets/speech.py#L76-L103).
**Describe the solution you would like:**
Populate this class to be able to load unlabelled speech corpora such as librispeech
**Describe the alternatives you have considered:**
--
**Additional Context:**
--
Contributor guide
Research direction
Start by reading src/fairseq2/datasets/speech.py around GenericSpeechDataset at lines 76-103, where the issue says the class is not implemented. Trace the existing speech dataset interfaces and determine how unlabelled corpora such as LibriSpeech should be loaded; done means GenericSpeechDataset can load an unsupervised speech corpus.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100