pere / whisper-NST-cons2e5

huggingface.co
Total runs: 7
24-hour runs: 2
7-day runs: -1
30-day runs: -3
Model's Last Updated: November 18 2022
automatic-speech-recognition

Introduction of whisper-NST-cons2e5

Model Details of whisper-NST-cons2e5

whisper-NST-cons2e5

This model is a fine-tuned version of openai/whisper-small on the NBAILAB/NST - NO-CLOSE dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3521
  • Wer: 11.8586
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: 2e-05
  • train_batch_size: 32
  • 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: 500
  • training_steps: 10000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.2517 0.1 1000 0.4131 18.4721
0.1931 0.2 2000 0.3531 19.0422
0.1598 0.3 3000 0.3605 16.8757
0.1541 0.4 4000 0.3367 14.4812
0.1443 0.5 5000 0.3274 13.3409
0.1301 0.6 6000 0.3481 10.7184
0.1266 0.7 7000 0.3452 12.9989
0.1216 0.8 8000 0.3215 10.8324
0.1121 0.9 9000 0.3160 11.5165
0.1171 1.0 10000 0.3521 11.8586
Framework versions
  • Transformers 4.25.0.dev0
  • Pytorch 1.13.0+cu117
  • Datasets 2.6.1
  • Tokenizers 0.13.1

Runs of pere whisper-NST-cons2e5 on huggingface.co

7
Total runs
2
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1
3-day runs
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More Information About whisper-NST-cons2e5 huggingface.co Model

More whisper-NST-cons2e5 license Visit here:

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

whisper-NST-cons2e5 huggingface.co

whisper-NST-cons2e5 huggingface.co is an AI model on huggingface.co that provides whisper-NST-cons2e5's model effect (), which can be used instantly with this pere whisper-NST-cons2e5 model. huggingface.co supports a free trial of the whisper-NST-cons2e5 model, and also provides paid use of the whisper-NST-cons2e5. Support call whisper-NST-cons2e5 model through api, including Node.js, Python, http.

whisper-NST-cons2e5 huggingface.co Url

https://huggingface.co/pere/whisper-NST-cons2e5

pere whisper-NST-cons2e5 online free

whisper-NST-cons2e5 huggingface.co is an online trial and call api platform, which integrates whisper-NST-cons2e5's modeling effects, including api services, and provides a free online trial of whisper-NST-cons2e5, you can try whisper-NST-cons2e5 online for free by clicking the link below.

pere whisper-NST-cons2e5 online free url in huggingface.co:

https://huggingface.co/pere/whisper-NST-cons2e5

whisper-NST-cons2e5 install

whisper-NST-cons2e5 is an open source model from GitHub that offers a free installation service, and any user can find whisper-NST-cons2e5 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-NST-cons2e5 install, users can directly use whisper-NST-cons2e5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whisper-NST-cons2e5 install url in huggingface.co:

https://huggingface.co/pere/whisper-NST-cons2e5

Url of whisper-NST-cons2e5

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Provider of whisper-NST-cons2e5 huggingface.co

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