• DocumentCode
    16334
  • Title

    Multilingual speech-to-speech translation system for mobile consumer devices

  • Author

    Seung Yun ; Young-Jik Lee ; Sang-Hun Kim

  • Author_Institution
    Dept. of Comput. Software, Univ. of Sci. & Technol., Daejeon, South Korea
  • Volume
    60
  • Issue
    3
  • fYear
    2014
  • fDate
    Aug. 2014
  • Firstpage
    508
  • Lastpage
    516
  • Abstract
    Along with the advancement of speech recognition technology and machine translation technology in addition to the fast distribution of mobile devices, speech-to-speech translation technology no longer remains as a subject of research as it has become popularized throughout many users. In order to develop a speech-to-speech translation system that can be widely used by many users, however, the system needs to reflect various characteristics of utterances by the users who are actually to use the speech-to-speech translation system other than improving the basic functions under the experimental environment. This study has established a massive language and speech database closest to the environment where speech-to- speech translation device actually is being used after mobilizing plenty of people based on the survey on users´ demands. Through this study, it was made possible to secure excellent basic performance under the environment similar to speech-to-speech translation environment, rather than just under the experimental environment. Moreover, with the speech-to-speech translation UI, a user-friendly UI has been designed; and at the same time, errors were reduced during the process of translation as many measures to enhance user satisfaction were employed. After implementing the actual services, the massive database collected through the service was additionally applied to the system following a filtering process in order to procure the best-possible robustness toward both the details and the environment of the users´ utterances. By applying these measures, this study is to unveil the procedures where multi-language speech-to-speech translation system has been successfully developed for mobile devices.
  • Keywords
    audio databases; filtering theory; language translation; linguistics; mobile radio; natural language processing; speech processing; speech-based user interfaces; filtering process; machine translation technology; massive database; mobile consumer devices; multilanguage speech-to-speech translation system; multilingual speech-to-speech translation system; speech database; speech recognition technology; speech-to- speech translation device; speech-to-speech translation UI; speech-to-speech translation technology; user satisfaction; user utterances; user-friendly UI; users demands; Databases; Engines; Hidden Markov models; Mobile handsets; Performance evaluation; Speech; Speech recognition;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2014.6937337
  • Filename
    6937337