MHassaanButt/whisper-medium-ps

Whisper Medium Pashto - Hassaan Butt

This model is a fine-tuned version of openai/whisper-medium on the fleurs dataset. It achieves the following results on the evaluation set:

• Loss: 0.9188
• Wer: 40.4661

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: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• training_steps: 4000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.2231	2.92	1000	0.6001	43.4720
0.0246	5.85	2000	0.7702	42.8571
0.0016	8.77	3000	0.8807	41.0354
0.0004	11.7	4000	0.9188	40.4661

Framework versions

• Transformers 4.26.0.dev0
• Pytorch 1.11.0+cu113
• Datasets 2.8.0
• Tokenizers 0.13.2