DrishtiSharma / whisper-medium-assamese

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: -12
30-day runs: -63
Model's Last Updated: December 08 2022
automatic-speech-recognition

Introduction of whisper-medium-assamese

Model Details of whisper-medium-assamese

Whisper Small Assamese - Drishti Sharma

This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5164
  • Wer: 30.6502
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: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 150
  • training_steps: 500
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
1.1539 3.02 50 0.7835 89.0863
0.2089 7.0 100 0.3041 37.7378
0.0428 10.02 150 0.3760 33.9118
0.0141 14.01 200 0.4400 31.6538
0.0059 17.02 250 0.4472 31.2774
0.0022 21.01 300 0.4696 31.0475
0.0005 24.03 350 0.5032 31.2983
0.0003 28.02 400 0.5051 30.7129
0.0003 32.0 450 0.5137 30.7338
0.0003 35.02 500 0.5164 30.6502
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.7.1.dev0
  • Tokenizers 0.13.2

Runs of DrishtiSharma whisper-medium-assamese on huggingface.co

15
Total runs
0
24-hour runs
-11
3-day runs
-12
7-day runs
-63
30-day runs

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whisper-medium-assamese huggingface.co

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

whisper-medium-assamese huggingface.co Url

https://huggingface.co/DrishtiSharma/whisper-medium-assamese

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DrishtiSharma whisper-medium-assamese online free url in huggingface.co:

https://huggingface.co/DrishtiSharma/whisper-medium-assamese

whisper-medium-assamese install

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

whisper-medium-assamese install url in huggingface.co:

https://huggingface.co/DrishtiSharma/whisper-medium-assamese

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DrishtiSharma
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