juancopi81 / whisper-tiny-en

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: 2
Model's Last Updated: January 16 2025
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: 0.8037
  • Wer Ortho: 0.3504
  • Wer: 0.3495
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: 1000
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
0.0008 17.86 500 0.7819 0.3473 0.3483
0.0 35.71 1000 0.8037 0.3504 0.3495
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3

Runs of juancopi81 whisper-tiny-en on huggingface.co

5
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
2
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 juancopi81 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.

whisper-tiny-en huggingface.co Url

https://huggingface.co/juancopi81/whisper-tiny-en

juancopi81 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.

juancopi81 whisper-tiny-en online free url in huggingface.co:

https://huggingface.co/juancopi81/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/juancopi81/whisper-tiny-en

Url of whisper-tiny-en

whisper-tiny-en huggingface.co Url

Provider of whisper-tiny-en huggingface.co

juancopi81
ORGANIZATIONS

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Total runs: 18
Run Growth: 9
Growth Rate: 50.00%
Updated:March 22 2023