CoolFace
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Sonal0205/whisper-medium-te

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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Whisper Medium te - telugu new

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

  • —Loss: 0.0925
  • —Wer: 23.5137

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
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000

Training results

Training LossEpochStepValidation LossWer
0.04521.058210000.099242.1522
0.01482.116420000.088427.2889
0.00653.174630000.092424.7919
0.00134.232840000.092523.5137

Framework versions

  • —Transformers 4.42.0.dev0
  • —Pytorch 2.4.0.dev20240606+cu118
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1