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]

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