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-v6-2
    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-v6-2
  
  This model is a fine-tuned version of [gary109/ai-light-dance_drums_pretrain_wav2vec2-base-new](https://huggingface.co/gary109/ai-light-dance_drums_pretrain_wav2vec2-base-new) on the GARY109/AI_LIGHT_DANCE - ONSET-IDMT-MDB-ENST3 dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.7363
  - Wer: 0.4070
  
  ## 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: 0.0004
  - 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    |
  |:-------------:|:-----:|:----:|:---------------:|:------:|
  | 17.273        | 0.99  | 35   | 2.9044          | 1.0    |
  | 1.845         | 1.99  | 70   | 3.5094          | 1.0    |
  | 1.7091        | 2.99  | 105  | 2.0063          | 1.0    |
  | 1.5219        | 3.99  | 140  | 1.9601          | 0.9519 |
  | 1.3926        | 4.99  | 175  | 2.0205          | 0.6782 |
  | 1.2051        | 5.99  | 210  | 1.8955          | 0.5909 |
  | 1.1599        | 6.99  | 245  | 1.6756          | 0.6057 |
  | 1.0186        | 7.99  | 280  | 1.2840          | 0.5660 |
  | 0.9545        | 8.99  | 315  | 1.6695          | 0.5407 |
  | 0.987         | 9.99  | 350  | 1.2654          | 0.5449 |
  | 0.9851        | 10.99 | 385  | 1.6630          | 0.5192 |
  | 1.0328        | 11.99 | 420  | 1.6264          | 0.5243 |
  | 0.8752        | 12.99 | 455  | 1.3431          | 0.5247 |
  | 0.8746        | 13.99 | 490  | 1.2251          | 0.4951 |
  | 0.8503        | 14.99 | 525  | 1.1992          | 0.4943 |
  | 0.8431        | 15.99 | 560  | 1.1651          | 0.5247 |
  | 0.7538        | 16.99 | 595  | 1.2192          | 0.5027 |
  | 0.84          | 17.99 | 630  | 1.0983          | 0.4947 |
  | 0.7836        | 18.99 | 665  | 1.1258          | 0.4762 |
  | 0.7024        | 19.99 | 700  | 1.0138          | 0.4736 |
  | 0.6788        | 20.99 | 735  | 1.0691          | 0.4977 |
  | 0.757         | 21.99 | 770  | 1.1725          | 0.4720 |
  | 0.7369        | 22.99 | 805  | 1.0670          | 0.4985 |
  | 0.7461        | 23.99 | 840  | 1.0139          | 0.4854 |
  | 0.706         | 24.99 | 875  | 1.3573          | 0.4623 |
  | 0.6968        | 25.99 | 910  | 1.1377          | 0.4829 |
  | 0.6703        | 26.99 | 945  | 1.0983          | 0.4829 |
  | 0.7503        | 27.99 | 980  | 1.0445          | 0.4973 |
  | 0.6806        | 28.99 | 1015 | 1.0953          | 0.4644 |
  | 0.6947        | 29.99 | 1050 | 1.0280          | 0.4703 |
  | 0.6513        | 30.99 | 1085 | 0.9437          | 0.4745 |
  | 0.651         | 31.99 | 1120 | 1.3161          | 0.4656 |
  | 0.7611        | 32.99 | 1155 | 1.1245          | 0.4770 |
  | 0.7898        | 33.99 | 1190 | 1.2651          | 0.4648 |
  | 0.6446        | 34.99 | 1225 | 1.0163          | 0.4736 |
  | 0.6135        | 35.99 | 1260 | 0.9704          | 0.4551 |
  | 0.7348        | 36.99 | 1295 | 1.0713          | 0.4610 |
  | 0.6297        | 37.99 | 1330 | 1.0118          | 0.4547 |
  | 0.5841        | 38.99 | 1365 | 1.0330          | 0.4585 |
  | 0.5828        | 39.99 | 1400 | 0.9250          | 0.4589 |
  | 0.5559        | 40.99 | 1435 | 0.8737          | 0.4429 |
  | 0.6374        | 41.99 | 1470 | 0.8740          | 0.4471 |
  | 0.7267        | 42.99 | 1505 | 0.8053          | 0.4441 |
  | 0.6019        | 43.99 | 1540 | 0.9041          | 0.4395 |
  | 0.5968        | 44.99 | 1575 | 0.8793          | 0.4323 |
  | 0.5474        | 45.99 | 1610 | 0.9814          | 0.4407 |
  | 0.5276        | 46.99 | 1645 | 0.8298          | 0.4344 |
  | 0.8823        | 47.99 | 1680 | 0.8099          | 0.4175 |
  | 0.5711        | 48.99 | 1715 | 0.8020          | 0.4159 |
  | 0.6347        | 49.99 | 1750 | 0.9176          | 0.4353 |
  | 0.5777        | 50.99 | 1785 | 0.9645          | 0.4171 |
  | 0.5422        | 51.99 | 1820 | 0.8586          | 0.4209 |
  | 0.5576        | 52.99 | 1855 | 0.8729          | 0.4344 |
  | 0.5031        | 53.99 | 1890 | 0.8961          | 0.4420 |
  | 0.5703        | 54.99 | 1925 | 0.9182          | 0.4264 |
  | 0.4779        | 55.99 | 1960 | 0.8736          | 0.4399 |
  | 0.5558        | 56.99 | 1995 | 0.8764          | 0.4235 |
  | 0.5102        | 57.99 | 2030 | 0.8493       