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Venky0411/
whisper-small-ta-saaras

Name: whisper-small-ta-saaras
Availability: InStock

transformers

safetensors

whisper

automatic-speech-recognition

generated_from_trainer

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Whisper Small Tamil (Saaras-style)

This model is a fine-tuned version of openai/whisper-small on the abar-uwc/tamil-common-voice_v21 dataset. It achieves the following results on the evaluation set:

Loss: 0.5868
Wer: 58.1395
Cer: 19.4737

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: 8
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
training_steps: 50
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
2.4813	1.9231	25	0.9838	58.7209	15.9211
1.2182	3.8462	50	0.5868	58.1395	19.4737

Framework versions

Transformers 5.12.1
Pytorch 2.10.0+cu128
Datasets 5.0.0
Tokenizers 0.22.2

Venky0411/whisper-small-ta-saaras

Whisper Small Tamil (Saaras-style)

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Venky0411/
whisper-small-ta-saaras