metadata

language:
  - ko
license: apache-2.0
base_model: openai/whisper-tiny
tags:
  - hf-asr-leaderboard
  - generated_from_trainer
datasets:
  - haseong8012/child-50k
model-index:
  - name: whisper-tiny_child-50k
    results: []
metrics:
  - wer
  - cer

whisper-tiny_child-50k

This model is a fine-tuned version of openai/whisper-tiny on the haseong8012/child-50k dataset.

Loss: 0.02219698205590248
Wer: 2.756892230576441
Cer: 1.3984210978649216

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: 3.75e-05
train_batch_size: 32
eval_batch_size: 16
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: 5000

Framework versions

Transformers 4.34.0
Pytorch 2.1.0+cu121
Datasets 2.14.5
Tokenizers 0.14.1