metadata
license: apache-2.0
tags:
- automatic-speech-recognition
- gary109/AI_Light_Dance
- generated_from_trainer
model-index:
- name: ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53
results: []
ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53
This model is a fine-tuned version of gary109/ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53 on the GARY109/AI_LIGHT_DANCE - ONSET-SINGING3 dataset. It achieves the following results on the evaluation set:
- Loss: 1.0093
- Wer: 0.6919
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: 2.5e-06
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 30.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.9731 | 1.0 | 1154 | 1.1499 | 0.7921 |
| 0.8422 | 2.0 | 2308 | 1.1470 | 0.7660 |
| 0.8401 | 3.0 | 3462 | 1.1128 | 0.7647 |
| 0.9094 | 4.0 | 4616 | 1.1060 | 0.7371 |
| 0.8339 | 5.0 | 5770 | 1.0808 | 0.7513 |
| 0.8394 | 6.0 | 6924 | 1.0556 | 0.7367 |
| 0.8187 | 7.0 | 8078 | 1.0714 | 0.7257 |
| 0.7501 | 8.0 | 9232 | 1.0586 | 0.7339 |
| 0.7654 | 9.0 | 10386 | 1.0541 | 0.7168 |
| 0.7902 | 10.0 | 11540 | 1.0216 | 0.7172 |
| 0.7572 | 11.0 | 12694 | 1.0404 | 0.7159 |
| 0.6609 | 12.0 | 13848 | 1.0318 | 0.7205 |
| 0.6602 | 13.0 | 15002 | 1.0353 | 0.7008 |
| 0.6401 | 14.0 | 16156 | 1.0307 | 0.7161 |
| 0.7059 | 15.0 | 17310 | 1.0093 | 0.6919 |
| 0.6832 | 16.0 | 18464 | 1.0379 | 0.7006 |
| 0.6653 | 17.0 | 19618 | 1.0230 | 0.6979 |
| 0.6931 | 18.0 | 20772 | 1.0222 | 0.6869 |
| 0.6438 | 19.0 | 21926 | 1.0265 | 0.6954 |
| 0.6072 | 20.0 | 23080 | 1.0189 | 0.6839 |
| 0.6643 | 21.0 | 24234 | 1.0244 | 0.6821 |
| 0.6858 | 22.0 | 25388 | 1.0180 | 0.6903 |
| 0.6395 | 23.0 | 26542 | 1.0225 | 0.6788 |
| 0.566 | 24.0 | 27696 | 1.0225 | 0.6716 |
| 0.6353 | 25.0 | 28850 | 1.0324 | 0.6792 |
| 0.7075 | 26.0 | 30004 | 1.0266 | 0.6829 |
| 0.5473 | 27.0 | 31158 | 1.0232 | 0.6742 |
| 0.6265 | 28.0 | 32312 | 1.0253 | 0.6747 |
| 0.5805 | 29.0 | 33466 | 1.0262 | 0.6724 |
| 0.6567 | 30.0 | 34620 | 1.0278 | 0.6756 |
Framework versions
- Transformers 4.21.0.dev0
- Pytorch 1.9.1+cu102
- Datasets 2.3.3.dev0
- Tokenizers 0.12.1