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whisper-ja-zh-base
Itbanque/whisper-ja-zh-base
whisper-ja-zh-base is a automatic speech recognition model from Itbanque. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-4.0.
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.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-4.0
- Model type
- whisper
- Access
- Public
- Created
- Jun 13, 2025
- Updated
- Jun 13, 2025
- SHA
- 72dca916
Datasets
Spaces
Model card
From the Hugging Face model README
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
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- cc-by-4.0
- Languages
- ja, zh
- Created
- Jun 13, 2025
- Updated
- Jun 13, 2025