Edit model card

ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v1

This model is a fine-tuned version of gary109/ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v1 on the GARY109/AI_LIGHT_DANCE - ONSET-SINGING3 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5459
  • Wer: 0.2463

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: 1e-06
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • num_epochs: 50.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.3909 1.0 2309 0.5615 0.2459
0.4094 2.0 4618 0.5654 0.2439
0.326 3.0 6927 0.5568 0.2470
0.4577 4.0 9236 0.5795 0.2474
0.3628 5.0 11545 0.5459 0.2463
0.3135 6.0 13854 0.5582 0.2473
0.5058 7.0 16163 0.5677 0.2439
0.3188 8.0 18472 0.5646 0.2445
0.3589 9.0 20781 0.5626 0.2479
0.4021 10.0 23090 0.5722 0.2452
0.4362 11.0 25399 0.5659 0.2431
0.3215 12.0 27708 0.5658 0.2445
0.3646 13.0 30017 0.5785 0.2459
0.3757 14.0 32326 0.5757 0.2418
0.3311 15.0 34635 0.5672 0.2455
0.3709 16.0 36944 0.5669 0.2434
0.3342 17.0 39253 0.5610 0.2455
0.3236 18.0 41562 0.5652 0.2436
0.3566 19.0 43871 0.5773 0.2407
0.2912 20.0 46180 0.5764 0.2453
0.3652 21.0 48489 0.5732 0.2423
0.3785 22.0 50798 0.5696 0.2423
0.3968 23.0 53107 0.5690 0.2429
0.2968 24.0 55416 0.5800 0.2427
0.428 25.0 57725 0.5704 0.2441
0.383 26.0 60034 0.5739 0.2450
0.3694 27.0 62343 0.5791 0.2437
0.3449 28.0 64652 0.5780 0.2451
0.3008 29.0 66961 0.5749 0.2418
0.3939 30.0 69270 0.5737 0.2424
0.3451 31.0 71579 0.5805 0.2402
0.3513 32.0 73888 0.5670 0.2379
0.3866 33.0 76197 0.5706 0.2389
0.3831 34.0 78506 0.5635 0.2401
0.3641 35.0 80815 0.5708 0.2405
0.3345 36.0 83124 0.5699 0.2405
0.2902 37.0 85433 0.5711 0.2373
0.2868 38.0 87742 0.5713 0.2389
0.3232 39.0 90051 0.5702 0.2392
0.3277 40.0 92360 0.5658 0.2393
0.3234 41.0 94669 0.5732 0.2412
0.3625 42.0 96978 0.5740 0.2396
0.4075 43.0 99287 0.5733 0.2389
0.3473 44.0 101596 0.5735 0.2394
0.3157 45.0 103905 0.5721 0.2391
0.3866 46.0 106214 0.5715 0.2381
0.4062 47.0 108523 0.5711 0.2380
0.3871 48.0 110832 0.5716 0.2380
0.2924 49.0 113141 0.5723 0.2374
0.3655 50.0 115450 0.5709 0.2379

Framework versions

  • Transformers 4.21.0.dev0
  • Pytorch 1.9.1+cu102
  • Datasets 2.3.3.dev0
  • Tokenizers 0.12.1
Downloads last month
0
Hosted inference API
or or
This model can be loaded on the Inference API on-demand.