41 citations · 63 across the 17 of their papers we have counts for
4 papers · 1 filter
Speech-to-Speech Translation For A Real-world Unwritten Language
Peng-Jen Chen, Kevin Tran, Yilin Yang +13
We study speech-to-speech translation (S2ST) that translates speech from one language into another language and focuses on building systems to support languages without standard te…
Improving Speech-to-Speech Translation Through Unlabeled Text
Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang +3
Direct speech-to-speech translation (S2ST) is among the most challenging problems in the translation paradigm due to the significant scarcity of S2ST data. While effort has been ma…
Named Entity Detection and Injection for Direct Speech Translation
Marco Gaido, Yun Tang, Ilia Kulikov +3
In a sentence, certain words are critical for its semantic. Among them, named entities (NEs) are notoriously challenging for neural models. Despite their importance, their accurate…
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation
Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot +1
We present a new approach to perform zero-shot cross-modal transfer between speech and text for translation tasks. Multilingual speech and text are encoded in a joint fixed-size re…