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wav2vec2-common-voice-17_0_vi
Lasion/wav2vec2-common-voice-17_0_vi
wav2vec2-common-voice-17_0_vi is a automatic speech recognition model from Lasion. 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.
should probably proofread and complete it, then remove this comment. --
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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
- Apr 28, 2024
- Updated
- Apr 29, 2024
- SHA
- 481d3c86
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
wav2vec2-common-voice-17_0_vi
This model is a fine-tuned version of nguyenvulebinh/wav2vec2-base-vietnamese-250h on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.7992
- Wer: 0.4349
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 30
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.261 | 4.3103 | 500 | 0.4182 | 0.3492 |
| 0.2061 | 8.6207 | 1000 | 0.5416 | 0.4044 |
| 0.1883 | 12.9310 | 1500 | 0.6796 | 0.4304 |
| 0.1336 | 17.2414 | 2000 | 0.8089 | 0.4378 |
| 0.1257 | 21.5517 | 2500 | 0.8244 | 0.4426 |
| 0.098 | 25.8621 | 3000 | 0.7992 | 0.4349 |
Framework versions
- Transformers 4.40.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Created
- Apr 28, 2024
- Updated
- Apr 29, 2024