• DocumentCode
    1533365
  • Title

    Manipulation of Consonants in Natural Speech

  • Author

    Li, Feipeng ; Allen, Jont B.

  • Author_Institution
    Biomed. Eng. Dept., Johns Hopkins Univ., Baltimore, MD, USA
  • Volume
    19
  • Issue
    3
  • fYear
    2011
  • fDate
    3/1/2011 12:00:00 AM
  • Firstpage
    496
  • Lastpage
    504
  • Abstract
    Natural speech often contains conflicting cues that are characteristic of confusable sounds. For example, the /k/, defined by a mid-frequency burst within 1-2 kHz, may also contain a high-frequency burst above 4 kHz indicative of /ta/, or vice versa. Conflicting cues can cause people to confuse the two sounds in a noisy environment. An efficient way of reducing confusion and improving speech intelligibility in noise is to modify these speech cues. This paper describes a method to manipulate consonant sounds in natural speech, based on our a priori knowledge of perceptual cues of consonants. We demonstrate that: 1) the percept of consonants in natural speech can be controlled through the manipulation of perceptual cues; 2) speech sounds can be made much more robust to noise by removing the conflicting cue and enhancing the target cue.
  • Keywords
    natural language processing; speech processing; consonant manipulation; natural speech; speech intelligibility; Acoustic noise; Automatic speech recognition; Frequency; Humans; Natural languages; Signal to noise ratio; Speech enhancement; Speech processing; Speech synthesis; Working environment noise; Conflicting cue; perceptual cue; speech processing;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2010.2050731
  • Filename
    5508367