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Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS

2020-11-10 00:40:20
Katsuhito Sudoh, Takatomo Kano, Sashi Novitasari, Tomoya Yanagita, Sakriani Sakti, Satoshi Nakamura

Abstract

This paper presents a newly developed, simultaneous neural speech-to-speech translation system and its evaluation. The system consists of three fully-incremental neural processing modules for automatic speech recognition (ASR), machine translation (MT), and text-to-speech synthesis (TTS). We investigated its overall latency in the system's Ear-Voice Span and speaking latency along with module-level performance.

Abstract (translated)

URL

https://arxiv.org/abs/2011.04845

PDF

https://arxiv.org/pdf/2011.04845.pdf


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