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whisper-base-hk

Automatic Speech Recognition
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whisper
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metadata
language:
  - hi
license: apache-2.0
base_model: openai/whisper-small
tags:
  - hf-asr-leaderboard
  - generated_from_trainer
datasets:
  - SinQQQ/whisper-base-hk
model-index:
  - name: Whisper Small Hi - Sanchit Gandhi
    results: []

Whisper Small Hi - Sanchit Gandhi

This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0aaa dataset.

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: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 10
  • training_steps: 10
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
No log 1.43 10 2.6684 1019.1919

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.16.0
  • Tokenizers 0.15.0