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-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-2
  
  This model is a fine-tuned version of [gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-2](https://huggingface.co/gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-2) on the GARY109/AI_LIGHT_DANCE - ONSET-IDMT-2 dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.2794
  - Wer: 0.2733
  
  ## 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    |
  |:-------------:|:-----:|:----:|:---------------:|:------:|
  | No log        | 1.0   | 9    | 0.3089          | 0.2856 |
  | 0.2871        | 2.0   | 18   | 0.3208          | 0.28   |
  | 0.2997        | 3.0   | 27   | 0.3948          | 0.2878 |
  | 0.299         | 4.0   | 36   | 0.3137          | 0.3011 |
  | 0.3462        | 5.0   | 45   | 0.3067          | 0.2689 |
  | 0.3098        | 6.0   | 54   | 0.3271          | 0.2811 |
  | 0.2812        | 7.0   | 63   | 0.4907          | 0.26   |
  | 0.3151        | 8.0   | 72   | 0.5852          | 0.2778 |
  | 0.3038        | 9.0   | 81   | 0.2981          | 0.2767 |
  | 0.3248        | 10.0  | 90   | 0.3129          | 0.2811 |
  | 0.3248        | 11.0  | 99   | 0.4090          | 0.2767 |
  | 0.3106        | 12.0  | 108  | 0.5354          | 0.3    |
  | 0.2702        | 13.0  | 117  | 0.5543          | 0.3    |
  | 0.3021        | 14.0  | 126  | 0.5437          | 0.2689 |
  | 0.2622        | 15.0  | 135  | 0.5898          | 0.2778 |
  | 0.2465        | 16.0  | 144  | 0.2900          | 0.2722 |
  | 0.3077        | 17.0  | 153  | 0.4407          | 0.2544 |
  | 0.2959        | 18.0  | 162  | 0.4079          | 0.2944 |
  | 0.2843        | 19.0  | 171  | 0.5042          | 0.2722 |
  | 0.254         | 20.0  | 180  | 0.3851          | 0.2878 |
  | 0.254         | 21.0  | 189  | 0.3912          | 0.2678 |
  | 0.2532        | 22.0  | 198  | 0.4699          | 0.2578 |
  | 0.3011        | 23.0  | 207  | 0.7466          | 0.2744 |
  | 0.2601        | 24.0  | 216  | 0.4238          | 0.28   |
  | 0.2873        | 25.0  | 225  | 0.3817          | 0.2456 |
  | 0.2791        | 26.0  | 234  | 0.3488          | 0.2489 |
  | 0.2399        | 27.0  | 243  | 0.2980          | 0.2611 |
  | 0.2592        | 28.0  | 252  | 0.2942          | 0.27   |
  | 0.2191        | 29.0  | 261  | 0.2921          | 0.2833 |
  | 0.2285        | 30.0  | 270  | 0.2851          | 0.2744 |
  | 0.2285        | 31.0  | 279  | 0.2794          | 0.2733 |
  | 0.2489        | 32.0  | 288  | 0.3036          | 0.2678 |
  | 0.2445        | 33.0  | 297  | 0.2851          | 0.2678 |
  | 0.2261        | 34.0  | 306  | 0.2864          | 0.2733 |
  | 0.2391        | 35.0  | 315  | 0.3055          | 0.2611 |
  | 0.3939        | 36.0  | 324  | 0.2927          | 0.26   |
  | 0.2521        | 37.0  | 333  | 0.3470          | 0.2578 |
  | 0.2378        | 38.0  | 342  | 0.2841          | 0.2656 |
  | 0.2653        | 39.0  | 351  | 0.2889          | 0.2389 |
  | 0.2235        | 40.0  | 360  | 0.3176          | 0.25   |
  | 0.2235        | 41.0  | 369  | 0.3188          | 0.2667 |
  | 0.2474        | 42.0  | 378  | 0.3782          | 0.2633 |
  | 0.222         | 43.0  | 387  | 0.3201          | 0.2767 |
  | 0.2411        | 44.0  | 396  | 0.3416          | 0.2722 |
  | 0.2561        | 45.0  | 405  | 0.3050          | 0.2711 |
  | 0.2169        | 46.0  | 414  | 0.3968          | 0.2511 |
  | 0.2296        | 47.0  | 423  | 0.3721          | 0.2567 |
  | 0.1989        | 48.0  | 432  | 0.3205          | 0.2667 |
  | 0.2408        | 49.0  | 441  | 0.4524          | 0.2489 |
  | 0.2163        | 50.0  | 450  | 0.4850          | 0.2567 |
  | 0.2163        | 51.0  | 459  | 0.3777          | 0.2711 |
  | 0.2001        | 52.0  | 468  | 0.5526          | 0.2644 |
  | 0.2373        | 53.0  | 477  | 0.5141          | 0.2589 |
  | 0.2132        | 54.0  | 486  | 0.5408          | 0.2611 |
  | 0.2687        | 55.0  | 495  | 0.5389          | 0.2678 |
  | 0.2244        | 56.0  | 504  | 0.5729          | 0.2578 |
  | 0.2102        | 57.0  | 513  | 0.6249          | 0.2489 |
  | 0.20