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wav2vec2-xls-r-300m-ftspeech
saattrupdan/wav2vec2-xls-r-300m-ftspeech
wav2vec2-xls-r-300m-ftspeech is a automatic speech recognition model from saattrupdan. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as other.
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the FTSpeech dataset, being a dataset of 1,800 hours of transcribed speeches from the Danish parliament.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- other
- Model type
- wav2vec2
- Access
- Public
- Created
- Mar 4, 2022
- Updated
- Sep 11, 2023
- SHA
- 7a60985d
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Model card
From the Hugging Face model README
XLS-R-300m-FTSpeech
Model description
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the FTSpeech dataset, being a dataset of 1,800 hours of transcribed speeches from the Danish parliament.
## Performance
The model achieves the following WER scores (lower is better):
| Dataset | WER without LM | WER with 5-gram LM |
|---|---|---|
| Danish part of Common Voice 8.0 | 20.48 | 17.91 |
| Alvenir test set | 15.46 | 13.84 |
License
The use of this model needs to adhere to this license from the Danish Parliament.
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- other
- Languages
- da
- Created
- Mar 4, 2022
- Updated
- Sep 11, 2023