Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding

Satoshi Nakamura; Kazuo Hiyane; Futoshi Asano; Yutaka Kaneda; Takeshi Yamada; Takanobu Nishiura; Tetsunor Kobayashi; Shiro Ise; Hiroshi Saruwatari

doi:10.1109/ICME.2002.1035537

Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding

Satoshi Nakamura^*, Kazuo Hiyane, Futoshi Asano, Yutaka Kaneda, Takeshi Yamada, Takanobu Nishiura, Tetsunor Kobayashi, Shiro Ise, Hiroshi Saruwatari

^*Corresponding author for this work

School of Fundamental Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

13 Citations (Scopus)

Abstract

The sound data for open evaluation is necessary for studies such as sound source localization, sound retrieval, sound recognition and hands-free speech recognition in real acoustic environments. This paper reports on our project for acoustic data collection. There are many kinds of sound scenes in real environments. The sound scene is specified by sound sources and room acoustics. The number of combinations of the sound sources, source positions and rooms is huge in real acoustic environments. We assumed that the sound in the environments can be simulated by convolution of the isolated sound sources and impulse responses. As an isolated sound source, hundred kinds of environment sounds and speech sounds are collected. The impulse responses are collected in various acoustic environments. Additionally we collected sounds from a moving source. In this paper, progress of our sound scene database collection project and application to environment sound recognition and hands-free speech recognition are described.

Original language	English
Title of host publication	Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	161-164
Number of pages	4
ISBN (Electronic)	0780373049
DOIs	https://doi.org/10.1109/ICME.2002.1035537
Publication status	Published - 2002
Event	2002 IEEE International Conference on Multimedia and Expo, ICME 2002 - Lausanne, Switzerland Duration: 2002 Aug 26 → 2002 Aug 29

Publication series

Name	Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
Volume	2

Conference

Conference	2002 IEEE International Conference on Multimedia and Expo, ICME 2002
Country/Territory	Switzerland
City	Lausanne
Period	02/8/26 → 02/8/29

ASJC Scopus subject areas

Archaeology
Electrical and Electronic Engineering

Access to Document

10.1109/ICME.2002.1035537

Cite this

Nakamura, S., Hiyane, K., Asano, F., Kaneda, Y., Yamada, T., Nishiura, T., Kobayashi, T., Ise, S., & Saruwatari, H. (2002). Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding. In Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002 (pp. 161-164). Article 1035537 (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICME.2002.1035537

Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding. / Nakamura, Satoshi; Hiyane, Kazuo; Asano, Futoshi et al.
Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc., 2002. p. 161-164 1035537 (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nakamura, S, Hiyane, K, Asano, F, Kaneda, Y, Yamada, T, Nishiura, T, Kobayashi, T, Ise, S & Saruwatari, H 2002, Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding. in Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002., 1035537, Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 161-164, 2002 IEEE International Conference on Multimedia and Expo, ICME 2002, Lausanne, Switzerland, 02/8/26. https://doi.org/10.1109/ICME.2002.1035537

Nakamura S, Hiyane K, Asano F, Kaneda Y, Yamada T, Nishiura T et al. Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding. In Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc. 2002. p. 161-164. 1035537. (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002). doi: 10.1109/ICME.2002.1035537

Nakamura, Satoshi ; Hiyane, Kazuo ; Asano, Futoshi et al. / Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding. Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc., 2002. pp. 161-164 (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002).

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abstract = "The sound data for open evaluation is necessary for studies such as sound source localization, sound retrieval, sound recognition and hands-free speech recognition in real acoustic environments. This paper reports on our project for acoustic data collection. There are many kinds of sound scenes in real environments. The sound scene is specified by sound sources and room acoustics. The number of combinations of the sound sources, source positions and rooms is huge in real acoustic environments. We assumed that the sound in the environments can be simulated by convolution of the isolated sound sources and impulse responses. As an isolated sound source, hundred kinds of environment sounds and speech sounds are collected. The impulse responses are collected in various acoustic environments. Additionally we collected sounds from a moving source. In this paper, progress of our sound scene database collection project and application to environment sound recognition and hands-free speech recognition are described.",

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AU - Nishiura, Takanobu

AU - Kobayashi, Tetsunor

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Design and collection of acoustic sound data for hands-free speech recognition and sound scene understanding

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