wav2vec2-large-xls-r-300m-taiwanese-colab
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the common_voice_11_0 dataset. It achieves the following results on the evaluation set:
- Loss: 3.8238
- Wer: 1.0
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: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 16.8337 | 2.93 | 400 | 3.8238 | 1.0 |
Framework versions
- Transformers 4.35.2
- Pytorch 1.10.0+cu113
- Datasets 2.15.0
- Tokenizers 0.15.0
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Model tree for peiyiwang89/wav2vec2-large-xls-r-300m-taiwanese-colab
Base model
facebook/wav2vec2-xls-r-300m