Presentation 2005/9/9
Auditory System in PaPeRo
Miki Sato, Akihiko Sugiyama, Shinichi Ohnaka,
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Abstract(in English) This paper presents the auditory system in a personal robot, PaPeRo, which consists of sound-source localization, noise cancellation, and echo cancellation. Sound-source localization incorporates new formulae taking near-field conditions into account for offsetting errors caused by the relative altitude of the speech source to the microphones. In noise cancellation, a novel stepsize control assuming a wide range of signal-to-noise ratios of the input signal helps achieve both small residual noise and distortion in the noise-cancelled signal. New double-talk detection in echo cancellation improves detection performance by paying attention to the background noise in the detection measure. Evaluation results with recorded signals in the real environment demonstrates 40% higher source-localization performance, as much as 65% and 71% higher speech recognition rates in noisy environment and during robot utterances.
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Keyword(in English) robot / speech recognition / sound-source localization / noise cancellation / echo cancellation
Paper # SIP2005-77,SIS2005-26,SP2005-59
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Committee SIS
Conference Date 2005/9/9(1days)
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Registration To Smart Info-Media Systems (SIS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Auditory System in PaPeRo
Sub Title (in English)
Keyword(1) robot
Keyword(2) speech recognition
Keyword(3) sound-source localization
Keyword(4) noise cancellation
Keyword(5) echo cancellation
1st Author's Name Miki Sato
1st Author's Affiliation ()
2nd Author's Name Akihiko Sugiyama
2nd Author's Affiliation
3rd Author's Name Shinichi Ohnaka
3rd Author's Affiliation
Date 2005/9/9
Paper # SIP2005-77,SIS2005-26,SP2005-59
Volume (vol) vol.105
Number (no) 294
Page pp.pp.-
#Pages 6
Date of Issue