You can deploy this model and start earning money today!

Venky0411/
whisper-small-ta-saaras-v2

Name: whisper-small-ta-saaras-v2
Availability: InStock

transformers

safetensors

whisper

automatic-speech-recognition

generated_from_trainer

Views

No views yet

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: 0.2188
Wer: 35.4991
Cer: 5.8835

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: 32
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: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
0.2661	2.0	500	0.1550	35.9699	6.2758
0.1193	4.0	1000	0.1628	35.8084	6.2833
0.0282	6.0	1500	0.1957	36.3331	6.3862
0.0060	8.0	2000	0.2188	35.4991	5.8835

Framework versions

Transformers 5.12.1
Pytorch 2.10.0+cu128
Datasets 5.0.0
Tokenizers 0.22.2

Venky0411/whisper-small-ta-saaras-v2

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-v2