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
    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
  
  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-ENST dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.6823
  - Wer: 0.3851
  
  ## 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    |
  |:-------------:|:-----:|:----:|:---------------:|:------:|
  | 17.274        | 0.99  | 35   | 2.9045          | 1.0    |
  | 1.8443        | 1.99  | 70   | 3.5065          | 1.0    |
  | 1.709         | 2.99  | 105  | 2.0072          | 1.0    |
  | 1.4981        | 3.99  | 140  | 1.9510          | 0.9688 |
  | 1.2977        | 4.99  | 175  | 1.8863          | 0.5534 |
  | 1.1257        | 5.99  | 210  | 1.9137          | 0.4833 |
  | 1.1218        | 6.99  | 245  | 1.9707          | 0.4960 |
  | 0.8878        | 7.99  | 280  | 1.4179          | 0.4774 |
  | 0.8562        | 8.99  | 315  | 1.5276          | 0.4635 |
  | 1.5769        | 9.99  | 350  | 1.1270          | 0.4509 |
  | 0.796         | 10.99 | 385  | 1.2706          | 0.4496 |
  | 0.8776        | 11.99 | 420  | 1.2372          | 0.4471 |
  | 0.7417        | 12.99 | 455  | 1.2826          | 0.4382 |
  | 0.8273        | 13.99 | 490  | 1.2425          | 0.4542 |
  | 0.7164        | 14.99 | 525  | 1.1415          | 0.4192 |
  | 0.7061        | 15.99 | 560  | 1.2315          | 0.4407 |
  | 0.6553        | 16.99 | 595  | 0.9983          | 0.4112 |
  | 0.7114        | 17.99 | 630  | 1.1510          | 0.4382 |
  | 0.6467        | 18.99 | 665  | 1.0612          | 0.4049 |
  | 0.6035        | 19.99 | 700  | 1.0360          | 0.4188 |
  | 0.6058        | 20.99 | 735  | 1.0008          | 0.4137 |
  | 0.682         | 21.99 | 770  | 1.1948          | 0.4209 |
  | 0.566         | 22.99 | 805  | 1.0555          | 0.4133 |
  | 0.5952        | 23.99 | 840  | 0.8615          | 0.4095 |
  | 0.5889        | 24.99 | 875  | 1.0740          | 0.4302 |
  | 0.5954        | 25.99 | 910  | 1.1465          | 0.4167 |
  | 0.5615        | 26.99 | 945  | 0.8980          | 0.4074 |
  | 0.5385        | 27.99 | 980  | 0.8443          | 0.4062 |
  | 0.5097        | 28.99 | 1015 | 1.1464          | 0.4049 |
  | 0.5224        | 29.99 | 1050 | 1.0213          | 0.4003 |
  | 0.5226        | 30.99 | 1085 | 0.8601          | 0.4091 |
  | 0.5303        | 31.99 | 1120 | 1.0191          | 0.3986 |
  | 0.6457        | 32.99 | 1155 | 1.2443          | 0.4306 |
  | 0.5305        | 33.99 | 1190 | 0.9872          | 0.4171 |
  | 0.5179        | 34.99 | 1225 | 1.0433          | 0.3935 |
  | 0.471         | 35.99 | 1260 | 1.0011          | 0.4074 |
  | 0.473         | 36.99 | 1295 | 0.8887          | 0.3901 |
  | 0.5465        | 37.99 | 1330 | 0.8612          | 0.3897 |
  | 0.4584        | 38.99 | 1365 | 0.9581          | 0.4070 |
  | 0.565         | 39.99 | 1400 | 1.0735          | 0.4083 |
  | 0.4916        | 40.99 | 1435 | 0.8890          | 0.3906 |
  | 0.4643        | 41.99 | 1470 | 0.7317          | 0.4040 |
  | 0.4633        | 42.99 | 1505 | 0.9384          | 0.4142 |
  | 0.4867        | 43.99 | 1540 | 0.8899          | 0.4074 |
  | 0.4892        | 44.99 | 1575 | 0.8419          | 0.4053 |
  | 0.4338        | 45.99 | 1610 | 0.8297          | 0.4024 |
  | 0.4038        | 46.99 | 1645 | 0.9689          | 0.3825 |
  | 0.4519        | 47.99 | 1680 | 0.8536          | 0.4053 |
  | 0.4298        | 48.99 | 1715 | 0.9737          | 0.3796 |
  | 0.4622        | 49.99 | 1750 | 0.9054          | 0.4074 |
  | 0.4358        | 50.99 | 1785 | 0.7809          | 0.3813 |
  | 0.4277        | 51.99 | 1820 | 0.8464          | 0.3922 |
  | 0.4186        | 52.99 | 1855 | 0.8106          | 0.3956 |
  | 0.413         | 53.99 | 1890 | 0.9219          | 0.3813 |
  | 0.4262        | 54.99 | 1925 | 0.9600          | 0.3990 |
  | 0.4542        | 55.99 | 1960 | 0.8444          | 0.4057 |
  | 0.3966        | 56.99 | 1995 | 0.7814          | 0.3914 |
  | 0.444         | 57.99 | 2030 | 0.8331          | 