soufiyane/Speech_To_Text_Darija

Whisper small Darija

This model is a fine-tuned version of openai/whisper-small on the Darija Speech to Text dataset. It achieves the following results on the evaluation set:

• Loss: 0.33
• Wer: 27

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: 15
• 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: 300
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.33	10	500	0.4218	27.9218

Framework versions

• Transformers 4.45.0
• Pytorch 2.4.1+cu121
• Datasets 3.0.1
• Tokenizers 0.20.0