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-v6-1
    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-v6-1
  
  This model is a fine-tuned version of [gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new-v6-1](https://huggingface.co/gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new-v6-1) on the GARY109/AI_LIGHT_DANCE - ONSET-IDMT-MDB-ENST2 dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.5661
  - Wer: 0.3416
  
  ## 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: 0.0001
  - 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: 10
  - num_epochs: 100.0
  - mixed_precision_training: Native AMP
  
  ### Training results
  
  | Training Loss | Epoch | Step  | Validation Loss | Wer    |
  |:-------------:|:-----:|:-----:|:---------------:|:------:|
  | 0.2764        | 1.0   | 141   | 0.7125          | 0.3619 |
  | 0.5415        | 2.0   | 282   | 0.7252          | 0.3682 |
  | 0.3324        | 3.0   | 423   | 0.6779          | 0.3728 |
  | 0.4244        | 4.0   | 564   | 0.7403          | 0.3737 |
  | 0.5234        | 5.0   | 705   | 0.8086          | 0.3534 |
  | 0.3339        | 6.0   | 846   | 0.7187          | 0.3619 |
  | 0.5016        | 7.0   | 987   | 0.8582          | 0.3602 |
  | 0.3376        | 8.0   | 1128  | 0.8801          | 0.3674 |
  | 0.3507        | 9.0   | 1269  | 0.8524          | 0.3560 |
  | 0.4844        | 10.0  | 1410  | 0.7152          | 0.3648 |
  | 0.4282        | 11.0  | 1551  | 0.6719          | 0.3475 |
  | 0.4398        | 12.0  | 1692  | 0.7130          | 0.3686 |
  | 0.331         | 13.0  | 1833  | 0.6425          | 0.3627 |
  | 0.4488        | 14.0  | 1974  | 0.6483          | 0.3648 |
  | 0.3876        | 15.0  | 2115  | 0.6375          | 0.3509 |
  | 0.3361        | 16.0  | 2256  | 0.6791          | 0.3703 |
  | 0.344         | 17.0  | 2397  | 0.7279          | 0.3551 |
  | 0.3198        | 18.0  | 2538  | 0.6801          | 0.3509 |
  | 0.2753        | 19.0  | 2679  | 0.6239          | 0.3509 |
  | 0.2962        | 20.0  | 2820  | 0.7419          | 0.3442 |
  | 0.7503        | 21.0  | 2961  | 0.7279          | 0.3501 |
  | 0.4013        | 22.0  | 3102  | 0.6899          | 0.3792 |
  | 0.5134        | 23.0  | 3243  | 0.6572          | 0.3787 |
  | 0.3144        | 24.0  | 3384  | 0.5882          | 0.3543 |
  | 0.3534        | 25.0  | 3525  | 0.5661          | 0.3416 |
  | 0.2555        | 26.0  | 3666  | 0.5977          | 0.3589 |
  | 0.3524        | 27.0  | 3807  | 0.5953          | 0.3585 |
  | 0.314         | 28.0  | 3948  | 0.6359          | 0.3593 |
  | 0.2565        | 29.0  | 4089  | 0.6192          | 0.3615 |
  | 0.5023        | 30.0  | 4230  | 0.6229          | 0.3378 |
  | 0.3025        | 31.0  | 4371  | 0.6002          | 0.3442 |
  | 0.3329        | 32.0  | 4512  | 0.6235          | 0.3513 |
  | 0.3744        | 33.0  | 4653  | 0.5782          | 0.3416 |
  | 0.2899        | 34.0  | 4794  | 0.5835          | 0.3336 |
  | 0.306         | 35.0  | 4935  | 0.6061          | 0.3496 |
  | 0.2519        | 36.0  | 5076  | 0.5958          | 0.3652 |
  | 0.3201        | 37.0  | 5217  | 0.5778          | 0.3652 |
  | 0.3011        | 38.0  | 5358  | 0.6238          | 0.3589 |
  | 0.2882        | 39.0  | 5499  | 0.6501          | 0.3361 |
  | 0.2542        | 40.0  | 5640  | 0.6341          | 0.3488 |
  | 0.2717        | 41.0  | 5781  | 0.5890          | 0.3530 |
  | 0.3197        | 42.0  | 5922  | 0.5877          | 0.3471 |
  | 0.2816        | 43.0  | 6063  | 0.6614          | 0.3420 |
  | 0.3301        | 44.0  | 6204  | 0.6334          | 0.3475 |
  | 0.2466        | 45.0  | 6345  | 0.6663          | 0.3429 |
  | 0.2908        | 46.0  | 6486  | 0.5941          | 0.3475 |
  | 0.2785        | 47.0  | 6627  | 0.6337          | 0.3568 |
  | 0.2361        | 48.0  | 6768  | 0.5845          | 0.3399 |
  | 0.4729        | 49.0  | 6909  | 0.6466          | 0.3425 |
  | 0.5103        | 50.0  | 7050  | 0.7112          | 0.3416 |
  | 0.2676        | 51.0  | 7191  | 0.6260          | 0.3307 |
  | 0.3533        | 52.0  | 7332  | 0.7327          | 0.3454 |
  | 0.3308        | 53.0  | 7473  | 0.7150          | 0.3277 |
  | 0.2617        | 54.0  | 7614  | 0.6412          | 0.3391 |
  | 0.2901        | 55.0  | 7755  | 0.6225          | 0.3391 |
  | 0.2847        | 56.0  | 7896  | 0.7385          | 0.3391 |
  | 0.2621        | 57.0  | 8037  |