Xiao-Yi Hou

Natural language processing optimizes Japanese speech recognition technology for translation applications

To address the issues of amplified recognition errors and input distribution mismatch in Japanese speech translation scenarios, a "translation-aware ASR" collaborative optimization method was constructed. During the speech recognition training stage, a joint loss with translation target constraints was introduced, and...