DocumentCode :
177747
Title :
Signal processing methods for removing the effects of whole-body vibration upon speech
Author :
Bittner, Rachel M. ; Begault, Durand R.
Author_Institution :
Music & Audio Res. Lab., New York Univ., New York, NY, USA
fYear :
2014
fDate :
4-9 May 2014
Firstpage :
930
Lastpage :
934
Abstract :
Humans may be exposed to whole-body vibration in environments where clear speech communications are crucial, particularly during the launch phase of space flight and in high-performance aircraft. Prior research has shown that high levels of vibration cause a decrease in speech intelligibility. However, the effects of whole-body vibration upon speech are not well understood, and no attempt has been made to restore speech distorted by whole-body vibration. In this paper, a model for speech during whole-body vibration is proposed and a method to remove its effect is described. The method presented reduces the perceptual effects of vibration, yields higher automatic speech recognition accuracy scores, and may significantly improve intelligibility. Possible applications include incorporation within spaceflight, aviation, or off-road vehicle radio-communication systems.
Keywords :
signal processing; speech intelligibility; speech recognition; vibrations; automatic speech recognition accuracy score; aviation radiocommunication system; high-performance aircraft; off-road vehicle radiocommunication system; perceptual effect; signal processing method; space flight; spaceflight radiocommunication system; speech communications; speech intelligibility; whole-body vibration; Accuracy; Amplitude modulation; Frequency modulation; NASA; Speech; Time-frequency analysis; Vibrations; Speech Intelligibility; Whole-Body Vibration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
Type :
conf
DOI :
10.1109/ICASSP.2014.6853733
Filename :
6853733
Link To Document :
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