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wav2vec2-large-xlsr-53-arabic-egyptian
omarxadel/wav2vec2-large-xlsr-53-arabic-egyptian
wav2vec2-large-xlsr-53-arabic-egyptian is a automatic speech recognition model from omarxadel. 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.
This model is a fine-tuned version of Wav2Vec2-XLSR-53. We finetuned this model on the MGB-3 and Egyptian Arabic Conversational Speech Corpus datasets, acheiving WER of 29.3755%.
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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
- Jul 12, 2022
- Updated
- Jul 27, 2023
- SHA
- 2376d994
Model card
From the Hugging Face model README
Wav2Vec2-XLSR-53 - with CTC fine-tuned on MGB-3 and Egyptian Arabic Conversational Speech Corpus (No LM)
This model is a fine-tuned version of Wav2Vec2-XLSR-53. We finetuned this model on the MGB-3 and Egyptian Arabic Conversational Speech Corpus datasets, acheiving WER of 29.3755%.
The performance of the model on the datasets is the following:
| Valid WER | Test WER |
|---|---|
| 29.18 | 29.37 |
Acknowledgement
Model fine-tuning and data processing for this work were performed as a part of a Graduation Project from Faculty of Engineering, Alexandria University, CCE Program.
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Languages
- ar
- Created
- Jul 12, 2022
- Updated
- Jul 27, 2023