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Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm
proxectonos/Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm
Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm is a automatic speech recognition model from proxectonos. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This is a copy of the model diego-fustes/wav2vec2-large-xlsr-gl with an integrated language model.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Dec 7, 2022
- Updated
- Feb 12, 2025
- SHA
- 140582e3
Datasets
Model card
From the Hugging Face model README
Wav2Vec2-Large-XLSR-53-Galician-With-LM
This is a copy of the model diego-fustes/wav2vec2-large-xlsr-gl with an integrated language model.
Improvement This model has been compared with the baseline (diego-fustes/wav2vec2-large-xlsr-gl) on:
- The test subset of the Galician OpenSLR dataset (837 speech samples)
- The test subset of the Galician Common Voice 7.0 dataset (1716 speech samples)
The results are shown in the following tables:
OpenSLR77:
| Model | WER | CER |
|---|---|---|
| diego-fustes/wav2vec2-large-xlsr-gl | 9.10% | 3.94% |
| cmagui/wav2vec2-large-xlsr-53-galician-with-lm | 6.86% | 2.20% |
Common_voice-gl:
| Model | WER | CER |
|---|---|---|
| diego-fustes/wav2vec2-large-xlsr-gl | 22.12% | 5.09% |
| cmagui/wav2vec2-large-xlsr-53-galician-with-lm | 15.20% | 3.87% |
Citation information
If you use this model, please cite as follows:
Magariños, Carmen; Gamallo, Pablo. 2023. Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm. URL: https://huggingface.co/proxectonos/Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Languages
- gl
- Created
- Dec 7, 2022
- Updated
- Feb 12, 2025