Bhanu9Prakash / whisper-tiny-en

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 2
30-day runs: -1
Model's Last Updated: August 22 2023
automatic-speech-recognition

Introduction of whisper-tiny-en

Model Details of whisper-tiny-en

whisper-tiny-en

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: 0.5973
  • Wer Ortho: 0.2520
  • Wer: 0.2436
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
0.292 3.57 100 0.4495 0.2665 0.2512
0.0387 7.14 200 0.4957 0.2732 0.2604
0.0053 10.71 300 0.5469 0.2538 0.2448
0.0013 14.29 400 0.5758 0.2580 0.2506
0.0008 17.86 500 0.5973 0.2520 0.2436
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.4
  • Tokenizers 0.13.3

Runs of Bhanu9Prakash whisper-tiny-en on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-1
30-day runs

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

More whisper-tiny-en license Visit here:

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

whisper-tiny-en huggingface.co

whisper-tiny-en huggingface.co is an AI model on huggingface.co that provides whisper-tiny-en's model effect (), which can be used instantly with this Bhanu9Prakash whisper-tiny-en model. huggingface.co supports a free trial of the whisper-tiny-en model, and also provides paid use of the whisper-tiny-en. Support call whisper-tiny-en model through api, including Node.js, Python, http.

Bhanu9Prakash whisper-tiny-en online free

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

Bhanu9Prakash whisper-tiny-en online free url in huggingface.co:

https://huggingface.co/Bhanu9Prakash/whisper-tiny-en

whisper-tiny-en install

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

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

https://huggingface.co/Bhanu9Prakash/whisper-tiny-en

Url of whisper-tiny-en

Provider of whisper-tiny-en huggingface.co

Bhanu9Prakash
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