metadata

language:
  - ko
license: apache-2.0
tags:
  - hf-asr-leaderboard
  - generated_from_trainer
base_model: openai/whisper-small
datasets:
  - korean_samll_dataset13
model-index:
  - name: korean-small_t332
    results: []

korean-small_t332

This model is a fine-tuned version of openai/whisper-small on the korean_samll_dataset13 dataset. It achieves the following results on the evaluation set:

eval_loss: 0.1984
eval_cer: 8.5920
eval_runtime: 1259.2086
eval_samples_per_second: 3.016
eval_steps_per_second: 0.377
step: 0

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: 500
num_epochs: 3.0
mixed_precision_training: Native AMP

Framework versions

Transformers 4.39.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2