Hugging Face's logo

Bajiyo
/
whisper-medium-studio-records

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
whisper
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
whisper-medium-studio-records / README.md
Bajiyo's picture
Bajiyo
End of training
462e35c verified
preview code
|
raw
history blame contribute delete
1.77 kB
metadata
license: apache-2.0
base_model: openai/whisper-medium
tags:
  - generated_from_trainer
metrics:
  - wer
model-index:
  - name: whisper-medium-studio-records
    results: []

whisper-medium-studio-records

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

  • Loss: 0.0328
  • Wer: 15.6258

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: 16
  • 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: 1000
  • training_steps: 6000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.0573 0.4110 1000 0.0880 42.2742
0.0351 0.8220 2000 0.0619 31.4008
0.0149 1.2330 3000 0.0463 23.6377
0.0114 1.6441 4000 0.0358 18.2384
0.0036 2.0551 5000 0.0356 16.8201
0.0035 2.4661 6000 0.0328 15.6258

Framework versions

  • Transformers 4.42.2
  • Pytorch 2.1.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1