Multiple moving speaker tracking by microphone array on mobile robot

Masamitsu Murase, Shunichi Yamamoto, Jean Marc Valin, Kazuhiro Nakadai, Kentaro Yamada, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno

研究成果: Paper査読

15 被引用数 (Scopus)

抄録

Real-world applications often require tracking multiple moving speakers for improving human-robot interactions and/or sound source separation. This paper presents multiple moving speaker tracking using an 8ch microphone array system installed on a mobile robot. This problem is difficult because the system does not assume that sound sources and/or the microphone array are fixed. Our solutions consist of two key ideas - time delay of arrival estimation, and multiple Kalman filters. The former localizes multiple sound sources based on beamforming in real time. Non-linear movements are tracked by using a set of Kalman filters with different history lengths in order to reduce errors in tracking multiple moving speakers under noisy and echoic environments. For quantitative evaluation of the tracking, motion references of sound sources and a mobile robot, called SIG2, were measured accurately by ultrasonic 3D tag sensors. As a result, we showed that the system tracked three simultaneous sound sources even when SIG2 moved in a room with large reverberation due to glass walls.

本文言語English
ページ249-252
ページ数4
出版ステータスPublished - 2005 12 1
外部発表はい
イベント9th European Conference on Speech Communication and Technology - Lisbon, Portugal
継続期間: 2005 9 42005 9 8

Conference

Conference9th European Conference on Speech Communication and Technology
国/地域Portugal
CityLisbon
Period05/9/405/9/8

ASJC Scopus subject areas

  • 工学(全般)

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