luigisaetta / whispermedium2plus-it

huggingface.co
Total runs: 22
24-hour runs: 0
7-day runs: 1
30-day runs: 19
Model's Last Updated: December 22 2022
automatic-speech-recognition

Introduction of whispermedium2plus-it

Model Details of whispermedium2plus-it

luigisaetta/whisper-medium

This model is a fine-tuned version of openai/whisper-medium on the common_voice_11_0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1531
  • Wer: 5.5543
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: 64
  • eval_batch_size: 32
  • seed: 42
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 6000
Training results
Training Loss Epoch Step Validation Loss Wer
0.2023 0.17 1000 0.1852 7.6354
0.1215 0.33 2000 0.1577 6.4088
0.0711 1.1 3000 0.1576 6.1324
0.0656 1.27 4000 0.1499 5.8786
0.0294 2.04 5000 0.1552 5.6234
0.0351 2.21 6000 0.1531 5.5543
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.1+cu117
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of luigisaetta whispermedium2plus-it on huggingface.co

22
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
19
30-day runs

More Information About whispermedium2plus-it huggingface.co Model

More whispermedium2plus-it license Visit here:

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

whispermedium2plus-it huggingface.co

whispermedium2plus-it huggingface.co is an AI model on huggingface.co that provides whispermedium2plus-it's model effect (), which can be used instantly with this luigisaetta whispermedium2plus-it model. huggingface.co supports a free trial of the whispermedium2plus-it model, and also provides paid use of the whispermedium2plus-it. Support call whispermedium2plus-it model through api, including Node.js, Python, http.

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https://huggingface.co/luigisaetta/whispermedium2plus-it

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luigisaetta whispermedium2plus-it online free url in huggingface.co:

https://huggingface.co/luigisaetta/whispermedium2plus-it

whispermedium2plus-it install

whispermedium2plus-it is an open source model from GitHub that offers a free installation service, and any user can find whispermedium2plus-it on GitHub to install. At the same time, huggingface.co provides the effect of whispermedium2plus-it install, users can directly use whispermedium2plus-it installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whispermedium2plus-it install url in huggingface.co:

https://huggingface.co/luigisaetta/whispermedium2plus-it

Url of whispermedium2plus-it

whispermedium2plus-it huggingface.co Url

Provider of whispermedium2plus-it huggingface.co

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