facebookresearch / facebookresearch/fairseq2

Enable unsupervised speech dataloading

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#966 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
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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

Open the contributing 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

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