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wav2vec2-base-100k-voxpopuli
facebook/wav2vec2-base-100k-voxpopuli
wav2vec2-base-100k-voxpopuli is a automatic speech recognition model from facebook. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
Facebook's Wav2Vec2 base model pretrained on the 100k unlabeled subset of VoxPopuli corpus.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 5, 2021
- SHA
- 7a43eaf4
Model card
From the Hugging Face model README
Wav2Vec2-Base-VoxPopuli
Facebook's Wav2Vec2 base model pretrained on the 100k unlabeled subset of VoxPopuli corpus.
Note: This model does not have a tokenizer as it was pretrained on audio alone. In order to use this model speech recognition, a tokenizer should be created and the model should be fine-tuned on labeled text data. Check out this blog for more in-detail explanation of how to fine-tune the model.
Authors: Changhan Wang, Morgane Riviere, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux from Facebook AI
See the official website for more information, here
Fine-Tuning
Please refer to this blog on how to fine-tune this model on a specific language. Note that you should replace "facebook/wav2vec2-large-xlsr-53" with this checkpoint for fine-tuning.
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Languages
- multilingual
- Created
- Mar 2, 2022
- Updated
- Nov 5, 2021