whisper-large-v3-ko-middlesenior-dialect-speech-v1.1

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Suchae/whisper-large-v3-ko-middlesenior-dialect-speech-v1.1

This model is a fine-tuned version of openai/whisper-large-v3 on the Suchae/whisper-large-v3-ko-middlesenior-dialect-speech-v1.1 dataset. It achieves the following results on the evaluation set:

• Loss: 0.5249
• Cer: 14.4500

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-06
• train_batch_size: 10
• eval_batch_size: 5
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 80
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 50
• num_epochs: 1
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu118
• Datasets 3.0.0
• Tokenizers 0.19.1