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-enst-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-enst-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-ENST-2 dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.6379
  - Wer: 0.3792
  
  ## 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    |
  |:-------------:|:-----:|:----:|:---------------:|:------:|
  | 1.4226        | 0.99  | 35   | 2.0435          | 0.4154 |
  | 0.8744        | 1.99  | 70   | 1.7193          | 0.4382 |
  | 0.9474        | 2.99  | 105  | 1.7853          | 0.4374 |
  | 0.8316        | 3.99  | 140  | 1.2827          | 0.4306 |
  | 0.8336        | 4.99  | 175  | 1.0676          | 0.4040 |
  | 0.7345        | 5.99  | 210  | 1.5364          | 0.4264 |
  | 0.6666        | 6.99  | 245  | 1.4284          | 0.4585 |
  | 0.6677        | 7.99  | 280  | 0.9475          | 0.4003 |
  | 0.6779        | 8.99  | 315  | 1.1172          | 0.4209 |
  | 0.6503        | 9.99  | 350  | 0.8999          | 0.3834 |
  | 0.6159        | 10.99 | 385  | 1.1501          | 0.4386 |
  | 0.6831        | 11.99 | 420  | 1.0860          | 0.3825 |
  | 0.5959        | 12.99 | 455  | 0.9410          | 0.4045 |
  | 0.7154        | 13.99 | 490  | 1.0463          | 0.3821 |
  | 0.6094        | 14.99 | 525  | 0.8598          | 0.3965 |
  | 0.6929        | 15.99 | 560  | 0.9494          | 0.3931 |
  | 0.7627        | 16.99 | 595  | 0.8060          | 0.3948 |
  | 0.601         | 17.99 | 630  | 0.9890          | 0.3965 |
  | 0.546         | 18.99 | 665  | 0.8059          | 0.3990 |
  | 0.5222        | 19.99 | 700  | 0.6379          | 0.3792 |
  | 0.5802        | 20.99 | 735  | 0.6995          | 0.3661 |
  | 0.5731        | 21.99 | 770  | 0.8405          | 0.3606 |
  | 0.5462        | 22.99 | 805  | 0.6667          | 0.3965 |
  | 0.6057        | 23.99 | 840  | 0.8396          | 0.3762 |
  | 0.5323        | 24.99 | 875  | 0.9054          | 0.3952 |
  | 0.683         | 25.99 | 910  | 0.6898          | 0.4062 |
  | 0.525         | 26.99 | 945  | 0.7245          | 0.3884 |
  | 0.4885        | 27.99 | 980  | 0.8076          | 0.4049 |
  | 0.4653        | 28.99 | 1015 | 0.8100          | 0.3838 |
  | 0.4827        | 29.99 | 1050 | 0.7247          | 0.3863 |
  | 0.4839        | 30.99 | 1085 | 0.7009          | 0.3817 |
  | 0.4982        | 31.99 | 1120 | 0.7637          | 0.3914 |
  | 0.6105        | 32.99 | 1155 | 0.7343          | 0.3914 |
  | 0.4936        | 33.99 | 1190 | 0.7390          | 0.3762 |
  | 0.4674        | 34.99 | 1225 | 0.6724          | 0.3581 |
  | 0.4677        | 35.99 | 1260 | 0.6730          | 0.3488 |
  | 0.516         | 36.99 | 1295 | 0.6956          | 0.3728 |
  | 0.4507        | 37.99 | 1330 | 0.6483          | 0.3615 |
  | 0.4207        | 38.99 | 1365 | 0.7718          | 0.3484 |
  | 0.4803        | 39.99 | 1400 | 0.8316          | 0.3775 |
  | 0.3946        | 40.99 | 1435 | 0.8322          | 0.3568 |
  | 0.411         | 41.99 | 1470 | 0.9933          | 0.3707 |
  | 0.4405        | 42.99 | 1505 | 0.8789          | 0.3943 |
  | 0.5124        | 43.99 | 1540 | 0.9030          | 0.3707 |
  | 0.5959        | 44.99 | 1575 | 0.7809          | 0.3948 |
  | 0.3841        | 45.99 | 1610 | 0.7716          | 0.3965 |
  | 0.3975        | 46.99 | 1645 | 0.7064          | 0.3931 |
  | 1.4983        | 47.99 | 1680 | 3.2866          | 0.3627 |
  | 0.3962        | 48.99 | 1715 | 0.6486          | 0.3648 |
  | 0.4422        | 49.99 | 1750 | 0.8450          | 0.3779 |
  | 0.4198        | 50.99 | 1785 | 0.7628          | 0.3564 |
  | 0.3577        | 51.99 | 1820 | 0.7553          | 0.3678 |
  | 0.4425        | 52.99 | 1855 | 0.7566          | 0.3716 |
  | 0.3492        | 53.99 | 1890 | 0.7710          | 0.3631 |
  | 0.3731        | 54.99 | 1925 | 0.7737          | 0.3627 |
  | 0.3868        | 55.99 | 1960 | 0.7021          | 0.3572 |
  | 0.3311        | 56.99 | 1995 