readme: ---
  tags:
  - automatic-speech-recognition
  - gary109/AI_Light_Dance
  - generated_from_trainer
  datasets:
  - ai_light_dance
  metrics:
  - wer
  model-index:
  - name: ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
    results: []
  ---
  
  <!-- 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. -->
  
  # ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
  
  This model is a fine-tuned version of [gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2](https://huggingface.co/gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2) on the GARY109/AI_LIGHT_DANCE - ONSET-IDMT-MDB-2 dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.4204
  - Wer: 0.1844
  
  ## 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: 4
  - eval_batch_size: 4
  - seed: 42
  - gradient_accumulation_steps: 4
  - 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: 30
  - num_epochs: 100.0
  - mixed_precision_training: Native AMP
  
  ### Training results
  
  | Training Loss | Epoch | Step | Validation Loss | Wer    |
  |:-------------:|:-----:|:----:|:---------------:|:------:|
  | 0.2599        | 0.98  | 11   | 0.4281          | 0.2198 |
  | 0.2491        | 1.98  | 22   | 0.4891          | 0.1947 |
  | 0.2619        | 2.98  | 33   | 0.5496          | 0.2183 |
  | 0.3354        | 3.98  | 44   | 0.5202          | 0.2094 |
  | 0.277         | 4.98  | 55   | 0.4574          | 0.2080 |
  | 0.3065        | 5.98  | 66   | 0.4749          | 0.2080 |
  | 0.2669        | 6.98  | 77   | 0.5902          | 0.2183 |
  | 0.2829        | 7.98  | 88   | 0.8560          | 0.2050 |
  | 0.2509        | 8.98  | 99   | 0.6190          | 0.2035 |
  | 0.2728        | 9.98  | 110  | 0.6562          | 0.2109 |
  | 0.2615        | 10.98 | 121  | 0.6291          | 0.2065 |
  | 0.2586        | 11.98 | 132  | 0.6167          | 0.1844 |
  | 0.2441        | 12.98 | 143  | 0.6736          | 0.1962 |
  | 0.233         | 13.98 | 154  | 0.5727          | 0.2050 |
  | 0.2567        | 14.98 | 165  | 0.6165          | 0.1873 |
  | 0.2264        | 15.98 | 176  | 0.7506          | 0.2080 |
  | 0.2346        | 16.98 | 187  | 0.7017          | 0.1888 |
  | 0.2343        | 17.98 | 198  | 0.5930          | 0.2094 |
  | 0.2638        | 18.98 | 209  | 0.5730          | 0.2006 |
  | 0.2543        | 19.98 | 220  | 0.4991          | 0.2198 |
  | 0.2476        | 20.98 | 231  | 0.6364          | 0.2065 |
  | 0.2777        | 21.98 | 242  | 0.6247          | 0.1844 |
  | 0.2661        | 22.98 | 253  | 0.5589          | 0.2006 |
  | 0.2094        | 23.98 | 264  | 0.5316          | 0.2080 |
  | 0.2496        | 24.98 | 275  | 0.8821          | 0.1844 |
  | 0.2302        | 25.98 | 286  | 0.5408          | 0.1814 |
  | 0.2651        | 26.98 | 297  | 0.6479          | 0.2094 |
  | 0.2119        | 27.98 | 308  | 0.5875          | 0.1814 |
  | 0.2468        | 28.98 | 319  | 0.7614          | 0.1976 |
  | 0.2239        | 29.98 | 330  | 0.4908          | 0.1903 |
  | 0.2514        | 30.98 | 341  | 0.5196          | 0.2035 |
  | 0.2244        | 31.98 | 352  | 0.5580          | 0.1991 |
  | 0.2524        | 32.98 | 363  | 0.5342          | 0.2021 |
  | 0.2516        | 33.98 | 374  | 0.4204          | 0.1844 |
  | 0.2515        | 34.98 | 385  | 0.5135          | 0.2124 |
  | 0.2542        | 35.98 | 396  | 0.8150          | 0.1962 |
  | 0.2269        | 36.98 | 407  | 0.8833          | 0.2094 |
  | 0.212         | 37.98 | 418  | 1.3235          | 0.2183 |
  | 0.2119        | 38.98 | 429  | 0.6919          | 0.2021 |
  | 0.2228        | 39.98 | 440  | 0.6712          | 0.2021 |
  | 0.2127        | 40.98 | 451  | 0.7557          | 0.1976 |
  | 0.2064        | 41.98 | 462  | 0.5918          | 0.1947 |
  | 0.2147        | 42.98 | 473  | 0.8049          | 0.1962 |
  | 0.193         | 43.98 | 484  | 0.7117          | 0.1976 |
  | 0.2063        | 44.98 | 495  | 0.5544          | 0.1962 |
  | 0.1989        | 45.98 | 506  | 0.5782          | 0.1888 |
  | 0.2193        | 46.98 | 517  | 0.5216          | 0.1947 |
  | 0.2012        | 47.98 | 528  | 0.5269          | 0.1917 |
  | 0.2187        | 48.98 | 539  | 0.4636          | 0.1844 |
  | 0.2128        | 49.98 | 550  | 0.4968          | 0.1888 |
  | 0.2041        | 50.98 | 561  | 0.4784          | 0.1888 |
  | 0.1993        | 51.98 | 572  | 0.5592          | 0.1755 |
  | 0.1981        | 52.98 | 583  | 0.4871          | 0.1785 |
  | 0.1808        | 53.98 | 594  | 0.4771          | 0.1740 |
  | 0.2317        | 54.98 | 605  | 0.5285          | 0.1814 |
  | 0.1906        | 55.98 | 616  | 0.5485          | 0.1844 |
  | 0.1924        | 56.98 | 627  | 0.5615       