PreTrain Wav2Vec2 in Dhivehi
PreTrain Wav2Vec2 in DhivehiThere is currently only a multilingually pretrained model for Dhivehi Wav2Vec2. We would like to make a Wav2Vec2 only pre-trained on Dhivehi.ModelA randomly initialized Wav2Vec2 modelDatasetscommonvoice has 18hrs in the last released dataset. [ 32hrs+ if mid 2021 dataset released in time]podcast data [30hr]others []Available training scriptsFlaxWav2Vec2 will be merged soon:[Flax] Add wav2vec2 by patrickvonplaten · Pull Request #12271 · huggingface/transformers · GitHuband a pretraining script should be relatively easy to be merged.(Optional) Desired project outcomeThe best Dhivehi ASR model(Optional) Challengesscraping publicly available Dhivehi audio from various sources
2021-06-29T14:36:47Z
Am interested and would like to join this project
2021-06-29T14:37:40Z
Awesome! Let’s finalize it directly
2021-07-01T12:35:11Z
This is a very interesting project. I always wanted to work on speech recognition task. This is a great opportunity to learn and contribute. Looking forward to be a part of this project.