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Optical laser microphone for human-robot interaction: speech recognition in extremely noisy service environments.

Authors :
Fukumori, Takahiro
Cai, Chengkai
Zhang, Yutao
El Hafi, Lotfi
Hagiwara, Yoshinobu
Nishiura, Takanobu
Taniguchi, Tadahiro
Source :
Advanced Robotics; Mar2022, Vol. 36 Issue 5/6, p304-317, 14p
Publication Year :
2022

Abstract

Domestic robots are often required to understand spoken commands in noisy environments, including service appliances' operating sounds. Most conventional domestic robots use electret condenser microphones (ECMs) to record the sound. However, the ECMs are known to be sensitive to the noise in the direction of sound arrival. The laser Doppler vibrometer (LDV), which has been widely used in the research field of measurement, has the potential to work as a new speech-input device to solve this problem. The aim of this paper is to investigate the effectiveness of using the LDV as an optical laser microphone for human-robot interaction in extremely noisy service environments. Our robot irradiates an object near a speaker with a laser and measures the vibration of the object to record the sound. We conducted three experiments to assess the performance of speech recognition using the optical laser microphone in various settings and showed stable performance in extremely noisy conditions compared with a conventional ECM. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01691864
Volume :
36
Issue :
5/6
Database :
Complementary Index
Journal :
Advanced Robotics
Publication Type :
Academic Journal
Accession number :
155732737
Full Text :
https://doi.org/10.1080/01691864.2021.2023629