Maverick1713/Telugu-ASR

Telugu-ASR This model is a fine-tuned version of Wav2Vec2 on the openslr dataset. It achieves the following results on the evaluation set:

• Loss: 0.2982
• Wer: 0.2885

Model description

• learning_rate: 0.0003
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 30
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
6.6905	3.84	400	0.7109	0.7800
0.4532	7.69	800	0.2972	0.3977
0.1957	11.54	1200	0.2907	0.3522
0.1284	15.38	1600	0.3117	0.3317
0.0979	19.23	2000	0.3000	0.3353
0.0749	23.08	2400	0.2823	0.3045
0.0584	26.92	2800	0.2982	0.2885