juancopi81 / whisper-small-dv

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: -1
30-day runs: -2
Model's Last Updated: August 24 2023
automatic-speech-recognition

Introduction of whisper-small-dv

Model Details of whisper-small-dv

Whisper Small Dv - Juan Carlos Pineros HF Class

This model is a fine-tuned version of openai/whisper-small on the Common Voice 13 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2937
  • Wer Ortho: 56.7101
  • Wer: 11.1190
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
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant_with_warmup
  • lr_scheduler_warmup_steps: 50
  • training_steps: 4000
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
0.1203 1.63 500 0.1687 62.7551 13.3724
0.0464 3.26 1000 0.1757 58.8899 12.0997
0.0327 4.89 1500 0.1931 59.0919 11.8510
0.0118 6.51 2000 0.2349 58.2492 11.4042
0.007 8.14 2500 0.2606 57.7408 11.5259
0.0056 9.77 3000 0.2759 57.4413 11.0564
0.0038 11.4 3500 0.2785 57.2185 10.9956
0.0039 13.03 4000 0.2937 56.7101 11.1190
Framework versions
  • Transformers 4.30.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of juancopi81 whisper-small-dv on huggingface.co

3
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-2
30-day runs

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https://huggingface.co/juancopi81/whisper-small-dv

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https://huggingface.co/juancopi81/whisper-small-dv

whisper-small-dv install

whisper-small-dv is an open source model from GitHub that offers a free installation service, and any user can find whisper-small-dv on GitHub to install. At the same time, huggingface.co provides the effect of whisper-small-dv install, users can directly use whisper-small-dv installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whisper-small-dv install url in huggingface.co:

https://huggingface.co/juancopi81/whisper-small-dv

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Total runs: 19
Run Growth: 8
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Updated:March 22 2023