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Neural machine Translation

Statistical Machine Translation

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Speech Translation

Speech technology, both speech recognition and speech synthesis, share a lot of methods and research paradigms with statistical machine translation. Hence combining these technologies into speech translation is an appealing proposition.

Speech Translation is the main subject of 84 publications. 10 are discussed here.

Topics in Introduction

Research Groups | Available Software | Speech Translation | Sign Language | Computer Aided Translation | Other Approaches | Deployment

Publications

There has been increasing interest in integrating speech recognition and machine translation (Zhang et al., 2004). In speech-to-speech translation systems, a speech generator needs to be added as final step (Sumita et al., 2007). Vilar et al. (2005) gives an overview of the work of integrating speech recognition and machine translation in the TC-Star project. Often n-best lists are passed from the speech recognizer to the translation system (Lee et al., 2007). Interfacing the output of a speech recognizer and a machine translation system raises problems such as sentence segmentation and punctuation prediction (Matusov et al., 2006), adding this to the pipeline may require extension of the lattice that is passed to the machine translation component (Bertoldi et al., 2007). For limited domains, real-time speech-to-speech systems have been implemented and deployed in the field, such as for force protection (Bach et al., 2007). It is not too far of a step to simultaneously translate speech into multiple languages (Pérez et al., 2007; Pérez et al., 2007b).
Another way to extend the modality of machine translation is to tackle sign language translation. Morrissey (2011) compare different transcription systems for sign language and use a phrase-based system to translate it into plain text.

Benchmarks

Discussion

Related Topics

New Publications

  • Osamura et al. (2018)
  • Salesky et al. (2019)
  • Vogler et al. (2019)
  • Le et al. (2017)
  • Cho et al. (2017)
  • Hassan et al. (2017)
  • Dessloch et al. (2018)
  • Vandeghinste et al. (2018)
  • Ananthakrishnan et al. (2013)
  • Ananthakrishnan et al. (2013)
  • Grissom II et al. (2014)
  • He et al. (2015)
  • Banchs (2015)
  • Casacuberta (2001)
  • Ananthakrishnan et al. (2015)
  • Seligman and Dillinger (2015)
  • Shavarani et al. (2015)
  • Cho et al. (2015)
  • Do et al. (2015)
  • Müller et al. (2016)
  • Adams et al. (2016)
  • Le et al. (2016)
  • Bansal et al. (2017)
  • Dalvi et al. (2017)
  • Dalvi et al. (2017)
  • Wang et al. (2016)
  • Le et al. (2016)
  • Wolk and Marasek (2015)
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  • Hewavitharana et al. (2013)
  • Cho et al. (2013)
  • Post et al. (2013)
  • Sakamoto et al. (2013)
  • Shimizu et al. (2013)
  • Ruiz and Federico (2014)
  • Yarmohammadi et al. (2013)
  • Tsvetkov et al. (2014)
  • Cho et al. (2014)
  • Mehay et al. (2014)
  • Baumann et al. (2014)
  • Besacier et al. (2014)
  • Cho et al. (2014)
  • Finch et al. (2014)
  • Hewavitharana et al. (2014)
  • Kumar et al. (2014)
  • Peitz et al. (2014)
  • Angelov et al. (2014)
  • Ruiz and Federico (2014)
  • Angelov et al. (2014)
  • Ruiz and Federico (2014)
  • Cettolo et al. (2014)
  • Wuebker et al. (2014)
  • Kumar et al. (2013)
  • Parton et al. (2012)
  • Morrissey and Way (2013)
  • Stein et al. (2012)
  • Condon et al. (2012)
  • Condon et al. (2012)
  • Dixon et al. (2011)
  • Lamel et al. (2011)
  • Maergner et al. (2011)
  • Peitz et al. (2011)
  • Bangalore et al. (2012)
  • Ahmed et al. (2012)
  • Cho et al. (2012)
  • Peitz et al. (2012)
  • Prasad et al. (2012)
  • Kao et al. (2008)
  • Kolss et al. (2008)
  • Tillmann et al. (2002)
  • UNKNOWN CITATION 'iwslt04:TP_gu'
  • UNKNOWN CITATION 'iwslt04:TP_matusov'
  • Hamon et al. (2009)
  • Zong and Seligman (2005)
  • Fügen et al. (2007)
  • Engelbrecht and Schultz (2005)
  • Zhang et al. (2005)
  • Zhang et al. (2005)
  • Karikurve et al. (2007)