Multilingual generation for translation in speech-to-speech dialogues and its realization in verbmobil

被引:0
|
作者
Becker, T [1 ]
Kilger, A [1 ]
Lopez, P [1 ]
Poller, P [1 ]
机构
[1] DFKI GMBH, D-66123 Saarbrucken, Germany
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the generation module of the speech-to-speech dialogue translation system Verbmobil. Spontaneous speech, large multilingual vocabulary, difficulty of the translation task, robustness and real-time constraints make the design of such a module very challenging. In order to overcome these difficulties, we have developed a system based on a general kernel and the declarativity of the knowledge sources. This fully implemented system proves the practical relevance of several techniques such as constraint-solving for the microplanning task or HPSG-to-TAG compilation for syntactic realization. In addition to the successful deployment of our module into the Verbmobil system, the kernel has been adapted to other domains and tasks.
引用
收藏
页码:401 / 405
页数:5
相关论文
共 50 条
  • [1] VERBMOBIL: The evolution of a complex large speech-to-speech translation system
    Bub, T
    Schwinn, J
    [J]. ICSLP 96 - FOURTH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, VOLS 1-4, 1996, : 2371 - 2374
  • [2] Multilingual speech-to-speech translation system: VoiceTra
    Matsuda, Shigeki
    Hu, Xinhui
    Shiga, Yoshinori
    Kashioka, Hideki
    Hori, Chiori
    Yasuda, Keiji
    Okuma, Hideo
    Uchiyama, Masao
    Sumita, Eiichiro
    Kawai, Hisashi
    Nakamura, Satoshi
    [J]. 2013 IEEE 14TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2013), VOL 2, 2013, : 229 - 233
  • [3] The ATR multilingual speech-to-speech translation system
    Nakamura, S
    Markov, K
    Nakaiwa, H
    Kikui, G
    Kawai, H
    Jitsuhiro, T
    Zhang, JS
    Yamamoto, H
    Sumita, E
    Yamamoto, S
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2006, 14 (02): : 365 - 376
  • [4] CVSS Corpus and Massively Multilingual Speech-to-Speech Translation
    Jia, Ye
    Ramanovich, Michelle Tadmor
    Wang, Quan
    Zen, Heiga
    [J]. LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2022, : 6691 - 6703
  • [5] Multilingual Web Conferencing Using Speech-to-Speech Translation
    Chen, John
    Wen, Shufei
    Sridhar, Vivek Kumar Rangarajan
    Bangalore, Srinivas
    [J]. 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, 2013, : 1860 - 1862
  • [6] Rhonda: the architecture of a multilingual speech-to-speech translation pipeline
    Louw, Johannes A.
    Moodley, Avashlin
    [J]. 2018 INTERNATIONAL CONFERENCE ON INTELLIGENT AND INNOVATIVE COMPUTING APPLICATIONS (ICONIC), 2018, : 194 - 200
  • [7] Prosody generation for speech-to-speech translation
    Aguero, Pablo Daniel
    Adell, Jordi
    Bonafonte, Antonio
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13, 2006, : 557 - 560
  • [8] Multilingual Speech-to-Speech Translation System for Mobile Consumer Devices
    Yun, Seung
    Lee, Young-Jik
    Kim, Sang-Hun
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2014, 60 (03) : 508 - 516
  • [9] Generating Arabic text in multilingual speech-to-speech machine translation framework
    Monem, Azza Abdel
    Shaalan, Khaled
    Rafea, Ahmed
    Baraka, Hoda
    [J]. MACHINE TRANSLATION, 2008, 22 (04) : 205 - 258
  • [10] Developing high performance ASR in the IBM multilingual speech-to-speech translation system
    Cui, Xiaodong
    Gu, Liang
    Xiang, Bing
    Zhang, Wei
    Gao, Yuqing
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 5121 - 5124