ckandemir / whisper-tiny

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 3
30-day runs: 5
Model's Last Updated: February 16 2024
automatic-speech-recognition

Introduction of whisper-tiny

Model Details of whisper-tiny

Whisper Tiny-Handy-Pretty - ckandemir

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

  • Loss: 0.5197
  • Wer Ortho: 31.6471
  • Wer: 0.3117
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: 5e-05
  • train_batch_size: 12
  • eval_batch_size: 12
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine_with_restarts
  • lr_scheduler_warmup_steps: 100
  • training_steps: 150
Training results
Training Loss Epoch Step Validation Loss Wer Ortho Wer
0.8427 1.32 50 0.5401 35.9655 0.3566
0.1982 2.63 100 0.5179 35.5336 0.3501
0.0531 3.95 150 0.5197 31.6471 0.3117
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.1
  • Tokenizers 0.13.3

Runs of ckandemir whisper-tiny on huggingface.co

8
Total runs
0
24-hour runs
-1
3-day runs
3
7-day runs
5
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 ckandemir 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.

ckandemir 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.

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

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

Url of whisper-tiny

whisper-tiny huggingface.co Url

Provider of whisper-tiny huggingface.co

ckandemir
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