mabrouk / whisper-small-yo

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: 3
Model's Last Updated: September 04 2023
automatic-speech-recognition

Introduction of whisper-small-yo

Model Details of whisper-small-yo

Whisper Small Yoruba - Mubarak Ganiyu

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: 1.2013
  • Wer Ortho: 71.5314
  • Wer: 51.0134
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
0.1023 5.88 500 0.8498 73.4063 54.6298
0.0129 11.76 1000 1.0323 76.4662 55.2126
0.0074 17.65 1500 1.1289 71.2914 53.1064
0.005 23.53 2000 1.1822 71.2764 52.1923
0.0048 29.41 2500 1.1737 72.5664 51.9407
0.0044 35.29 3000 1.1774 76.2412 55.2524
0.0041 41.18 3500 1.2009 72.5364 51.3843
0.004 47.06 4000 1.2013 71.5314 51.0134
Framework versions
  • Transformers 4.32.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.4
  • Tokenizers 0.13.3

Runs of mabrouk whisper-small-yo on huggingface.co

4
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More Information About whisper-small-yo huggingface.co Model

More whisper-small-yo license Visit here:

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https://huggingface.co/mabrouk/whisper-small-yo

mabrouk whisper-small-yo online free

whisper-small-yo huggingface.co is an online trial and call api platform, which integrates whisper-small-yo's modeling effects, including api services, and provides a free online trial of whisper-small-yo, you can try whisper-small-yo online for free by clicking the link below.

mabrouk whisper-small-yo online free url in huggingface.co:

https://huggingface.co/mabrouk/whisper-small-yo

whisper-small-yo install

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

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

https://huggingface.co/mabrouk/whisper-small-yo

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