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whisper-tiny

vadhri / whisper-tiny

Run on huggingface.co
huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: -3
Model's Last Updated: April 19 2024
automatic-speech-recognition

Introduction of whisper-tiny

Model Details of whisper-tiny

whisper-tiny

This model is a fine-tuned version of openai/whisper-tiny on the PolyAI/minds14 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6785
  • Wer Ortho: 0.3644
  • Wer: 0.3570
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: 600
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
0.0006 17.86 500 0.6785 0.3644 0.3570
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.15.2

Runs of vadhri whisper-tiny on huggingface.co

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

More Information About whisper-tiny huggingface.co Model

More whisper-tiny license Visit here:

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

whisper-tiny huggingface.co

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

whisper-tiny huggingface.co Url

https://huggingface.co/vadhri/whisper-tiny

vadhri whisper-tiny online free

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

vadhri whisper-tiny online free url in huggingface.co:

https://huggingface.co/vadhri/whisper-tiny

whisper-tiny install

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

whisper-tiny install url in huggingface.co:

https://huggingface.co/vadhri/whisper-tiny

Url of whisper-tiny

whisper-tiny huggingface.co Url

Provider of whisper-tiny huggingface.co

vadhri
ORGANIZATIONS
huggingface.co

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