birgermoell / whisper-tiny-sv

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Total runs: 17
24-hour runs: 0
7-day runs: -7
30-day runs: 1
Model's Last Updated: December 09 2022
automatic-speech-recognition

Introduction of whisper-tiny-sv

Model Details of whisper-tiny-sv

Whisper Tiny Swedish

This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_11_0 sv-SE dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6929
  • Wer: 44.1915
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: 64
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 5000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.2768 6.01 1000 0.6929 44.1915
0.0748 12.02 2000 0.7672 44.9925
0.0143 18.03 3000 0.8665 45.0086
0.0074 25.01 4000 0.9179 45.8177
0.0062 31.02 5000 0.9326 45.7827
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.1.dev0
  • Tokenizers 0.13.2

Runs of birgermoell whisper-tiny-sv on huggingface.co

17
Total runs
0
24-hour runs
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3-day runs
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7-day runs
1
30-day runs

More Information About whisper-tiny-sv huggingface.co Model

More whisper-tiny-sv license Visit here:

https://choosealicense.com/licenses/apache-2.0

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birgermoell whisper-tiny-sv online free

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birgermoell whisper-tiny-sv online free url in huggingface.co:

https://huggingface.co/birgermoell/whisper-tiny-sv

whisper-tiny-sv install

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

whisper-tiny-sv install url in huggingface.co:

https://huggingface.co/birgermoell/whisper-tiny-sv

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