Bagus / whisper-small-id-cv17

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Total runs: 26
24-hour runs: 0
7-day runs: 0
30-day runs: -15
Model's Last Updated: May 22 2024
automatic-speech-recognition

Introduction of whisper-small-id-cv17

Model Details of whisper-small-id-cv17

whisper-small-id

This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/common_voice_17_0 id dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0878
  • Wer: 0.0590 (5.9%)
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-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 20000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.1875 0.8457 1000 0.1400 0.1099
0.0852 1.6913 2000 0.1043 0.0857
0.0387 2.5370 3000 0.0914 0.0757
0.0153 3.3827 4000 0.0860 0.0818
0.008 4.2283 5000 0.0878 0.0698
0.005 5.0740 6000 0.0878 0.0745
0.0033 5.9197 7000 0.0834 0.0651
0.0029 6.7653 8000 0.0815 0.0627
0.0014 7.6110 9000 0.0853 0.0627
0.0013 8.4567 10000 0.0861 0.0641
0.0005 9.3023 11000 0.0857 0.0633
0.0005 10.1480 12000 0.0856 0.0620
0.0007 10.9937 13000 0.0866 0.0605
0.0005 11.8393 14000 0.0871 0.0614
0.0002 12.6850 15000 0.0850 0.0596
0.0004 13.5307 16000 0.0849 0.0600
0.0001 14.3763 17000 0.0868 0.0592
0.0002 15.2220 18000 0.0873 0.0593
0.0001 16.0677 19000 0.0875 0.0585
0.0001 16.9133 20000 0.0878 0.0590
Framework versions
  • Transformers 4.42.0.dev0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of Bagus whisper-small-id-cv17 on huggingface.co

26
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-15
30-day runs

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whisper-small-id-cv17 huggingface.co is an AI model on huggingface.co that provides whisper-small-id-cv17's model effect (), which can be used instantly with this Bagus whisper-small-id-cv17 model. huggingface.co supports a free trial of the whisper-small-id-cv17 model, and also provides paid use of the whisper-small-id-cv17. Support call whisper-small-id-cv17 model through api, including Node.js, Python, http.

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