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
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