metadata

language:
  - ko
license: apache-2.0
tags:
  - hf-asr-leaderboard
  - generated_from_trainer
base_model: openai/whisper-base
datasets:
  - Eun0503/safecall-preprocessed
model-index:
  - name: 음성인식 for safecall
    results: []

음성인식 for safecall

This model is a fine-tuned version of openai/whisper-base on the 저음질 전화망 음성인식 데이터 dataset. It achieves the following results on the evaluation set:

Loss: 0.4638
Cer: 54.7929

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
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
0.0296	10.0	1000	0.4638	54.7929

Framework versions

Transformers 4.41.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1