基于亚洲网络的语音到语音翻译系统

S. Sakti, Noriyuki Kimura, Michael Paul, Chiori Hori, E. Sumita, Satoshi Nakamura, Jun Park, C. Wutiwiwatchai, Bo Xu, Hammam Riza, K. Arora, C. Luong, Haizhou Li
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引用次数: 15

摘要

本文概述了由亚洲语音翻译高级研究协会(A-STAR)开发的首个基于网络的语音到语音翻译系统。该系统旨在将旅行对话中的常用口语从某种源语言翻译成多种目标语言,以方便使用不同亚洲语言的人之间的多方旅行对话。每个A-STAR成员都贡献了以下一种或多种口语技术:自动语音识别、机器翻译和通过Web服务器的文本到语音转换。目前,该系统已成功覆盖9种语言,即8种亚洲语言(印地语、印尼语、日语、韩语、马来语、泰语、越南语、中文),以及英语。该系统的领域涵盖了大约2万个旅游表达,包括专有名词,即亚洲国家的著名景点或景点的名称。在本文中,我们讨论了通过Web服务器连接各种不同的口语翻译系统所涉及的困难。我们还介绍了2009年7月进行的第一次A-STAR演示实验的语音翻译结果。
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The Asian network-based speech-to-speech translation system
This paper outlines the first Asian network-based speech-to-speech translation system developed by the Asian Speech Translation Advanced Research (A-STAR) consortium. The system was designed to translate common spoken utterances of travel conversations from a certain source language into multiple target languages in order to facilitate multiparty travel conversations between people speaking different Asian languages. Each A-STAR member contributes one or more of the following spoken language technologies: automatic speech recognition, machine translation, and text-to-speech through Web servers. Currently, the system has successfully covered 9 languages— namely, 8 Asian languages (Hindi, Indonesian, Japanese, Korean, Malay, Thai, Vietnamese, Chinese) and additionally, the English language. The system's domain covers about 20,000 travel expressions, including proper nouns that are names of famous places or attractions in Asian countries. In this paper, we discuss the difficulties involved in connecting various different spoken language translation systems through Web servers. We also present speech-translation results on the first A-STAR demo experiments carried out in July 2009.
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