AlienKevin/whisper-small-jyutping-without-tones-all

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Whisper Small Jyutping without Tones (Trained on almost all open source Cantonese datasets)

This model is a fine-tuned version of openai/whisper-small on the Common Voice 14.0 Yue & zh-HK + MDCC dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0560
• —Wer: 5.5162

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

Training results

Framework versions

• —Transformers 4.34.0.dev0
• —Pytorch 2.0.1
• —Datasets 2.14.5
• —Tokenizers 0.13.3