Sourabh2 / whisper-tiny-dv

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Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: August 12 2023
automatic-speech-recognition

Introduction of whisper-tiny-dv

Model Details of whisper-tiny-dv

whisper-tiny-dv

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: 0.5697
  • Wer Ortho: 41.3869
  • Wer: 40.9549
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: 500
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
1.0826 1.02 500 0.5697 41.3869 40.9549
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Tokenizers 0.13.3

Runs of Sourabh2 whisper-tiny-dv on huggingface.co

3
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0
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3-day runs
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7-day runs
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More Information About whisper-tiny-dv huggingface.co Model

More whisper-tiny-dv license Visit here:

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

whisper-tiny-dv huggingface.co

whisper-tiny-dv huggingface.co is an AI model on huggingface.co that provides whisper-tiny-dv's model effect (), which can be used instantly with this Sourabh2 whisper-tiny-dv model. huggingface.co supports a free trial of the whisper-tiny-dv model, and also provides paid use of the whisper-tiny-dv. Support call whisper-tiny-dv model through api, including Node.js, Python, http.

whisper-tiny-dv huggingface.co Url

https://huggingface.co/Sourabh2/whisper-tiny-dv

Sourabh2 whisper-tiny-dv online free

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

Sourabh2 whisper-tiny-dv online free url in huggingface.co:

https://huggingface.co/Sourabh2/whisper-tiny-dv

whisper-tiny-dv install

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

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

https://huggingface.co/Sourabh2/whisper-tiny-dv

Url of whisper-tiny-dv

whisper-tiny-dv huggingface.co Url

Provider of whisper-tiny-dv huggingface.co

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