Finetuned Whisper Mr

🚀 simrank14 Whisper small val i

This is a fine - tuned model based on [simran14/mr - model - h](https://huggingface.co/simran14/mr - model - h) on the Common Voice 17.0 dataset, used for automatic speech recognition.

🚀 Quick Start

This model is a fine - tuned version of [simran14/mr - model - h](https://huggingface.co/simran14/mr - model - h) on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

• Loss: 0.0002
• Wer: 0.0323

📚 Documentation

Model Information

Model Index

• Name: simrank14 Whisper small val i Results:
  • Task: Name: Automatic Speech Recognition Type: automatic - speech - recognition Dataset: Name: Common Voice 17.0 Type: mozilla - foundation/common_voice_17_0 Config: mr Split: test Args: mr Metrics:
    • Name: Wer Type: wer Value: 0.03230696587887373

License

This model is licensed under the apache - 2.0 license.

Training Procedure

Training Hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e - 07
• 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: 100
• num_epochs: 2
• mixed_precision_training: Native AMP

Training Results

Framework Versions

• Transformers 4.45.0.dev0
• Pytorch 2.4.0+cu121
• Datasets 2.21.0
• Tokenizers 0.19.1