• DocumentCode
    3165225
  • Title

    A chunk-based phonetic score for mobile voice search

  • Author

    Prabhavalkar, Rohit ; Droppo, Jasha

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Ohio State Univ., Columbus, OH, USA
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    4729
  • Lastpage
    4732
  • Abstract
    We propose a chunk-based phonetic score for re-scoring word hypotheses for the mobile voice search task. The score is based on a novel technique for aligning decoded phone sequences with forced-alignments of hypothesized word sequences and exploits phone-boundary timing information. In experimental results, we find that the proposed approach results in relative a word error rate reduction of 4.4% and a relative sentence error rate reduction of 2.3% for the Windows live search for mobile task [1].
  • Keywords
    audio signal processing; error statistics; information retrieval systems; speech processing; Windows live search; chunk based phonetic score; forced alignments; hypothesized word sequences; mobile voice search task; phone boundary timing information; phone sequences; pronounciation modeling; relative sentence error rate reduction; word error rate reduction; word hypotheses; Acoustics; Computational modeling; Decoding; Equations; Hidden Markov models; Mathematical model; Mobile communication; phonetic score; pronunciation modeling; voice search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288975
  • Filename
    6288975