S. R. Mahadeva Prasanna

Speech-to-Speech Translation Evaluation: A Systematic Analysis and Multi-Dimensional Metrics

Evaluating speech-to-speech translation (S2ST) systems remains challenging due to the multi-dimensional nature of speech, encompassing semantic accuracy, acoustic quality, and speaker characteristics. Existing approaches rely on either textbased or speech-based metrics, each capturing only partial aspects of translatio...