Whisper Fine-Tuning for Japanese-to-Chinese Translation
This project fine-tunes the Whisper base model to perform Japanese audio to Chinese text translation. It uses the Hugging Face Transformers library and a custom dataset aligned for speech translation.
Key Features
- 🎯 Task: Speech translation (Japanese → Chinese)
- 🧠 Model: Whisper Base, fully fine-tuned
- 🗃️ Dataset: ScreenTalk_JA2ZH
- 📊 Metrics: Evaluated using BLEU score
Evaluation Results
Achieved a BLEU score of ~0.72 on the held-out test set, indicating high translation quality.
Maintained by IT Banque | https://www.itbanque.com
- Downloads last month
- 9