metadata
language: ko
license: apache-2.0
base_model: openai/whisper-small
tags:
- whisper
- speech-recognition
- korean
- fine-tuned
Whisper Korean Fine-tuned Model
This is a fine-tuned version of OpenAI's Whisper model for Korean speech recognition.
Usage
from transformers import WhisperForConditionalGeneration, WhisperProcessor
import torch
model = WhisperForConditionalGeneration.from_pretrained("Woody113/whisper-korean")
processor = WhisperProcessor.from_pretrained("Woody113/whisper-korean")
# 음성 파일 처리 예제
# audio_input = ... (your audio data)
# input_features = processor(audio_input, sampling_rate=16000, return_tensors="pt").input_features
# predicted_ids = model.generate(input_features)
# transcription = processor.batch_decode(predicted_ids, skip_special_tokens=True)
Training Details
- Base model: OpenAI Whisper
- Language: Korean
- Fine-tuning dataset: [Dataset description]
- Training parameters: [Training details]