TieIncred / whisper-tiny-enUS

huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: 6
30-day runs: 13
Model's Last Updated: December 01 2023
automatic-speech-recognition

Introduction of whisper-tiny-enUS

Model Details of whisper-tiny-enUS

whisper-tiny-enUS

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: 0.6018
  • Wer Ortho: 0.2351
  • Wer: 0.2308
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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • training_steps: 500
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
0.0003 35.71 500 0.6018 0.2351 0.2308
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of TieIncred whisper-tiny-enUS on huggingface.co

25
Total runs
0
24-hour runs
0
3-day runs
6
7-day runs
13
30-day runs

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

More whisper-tiny-enUS license Visit here:

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

whisper-tiny-enUS huggingface.co

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

whisper-tiny-enUS huggingface.co Url

https://huggingface.co/TieIncred/whisper-tiny-enUS

TieIncred whisper-tiny-enUS online free

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

TieIncred whisper-tiny-enUS online free url in huggingface.co:

https://huggingface.co/TieIncred/whisper-tiny-enUS

whisper-tiny-enUS install

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

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

https://huggingface.co/TieIncred/whisper-tiny-enUS

Url of whisper-tiny-enUS

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