Sound collection systems using a crowdsourcing approach to construct sound map based on subjective evaluation

Sunao Hara, Shota Kobayashi, Masanobu Abe

研究成果

3 被引用数 (Scopus)

抄録

This paper presents a sound collection system that uses crowdsourcing to gather information for visualizing area characteristics. First, we developed a sound collection system to simultaneously collect physical sounds, their statistics, and subjective evaluations. We then conducted a sound collection experiment using the developed system on 14 participants. We collected 693,582 samples of equivalent A-weighted loudness levels and their locations, and 5,935 samples of sounds and their locations. The data also include subjective evaluations by the participants. In addition, we analyzed the changes in sound properties of some areas before and after the opening of a large-scale shopping mall in a city. Next, we implemented visualizations on the server system to attract users' interests. Finally, we published the system, which can receive sounds from any Android smartphone user. The sound data were continuously collected and achieved a specified result.

本文言語English
ホスト出版物のタイトル2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781509015528
DOI
出版ステータスPublished - 9月 22 2016
イベント2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016 - Seattle
継続期間: 7月 11 20167月 15 2016

出版物シリーズ

名前2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016

Other

Other2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016
国/地域United States
CitySeattle
Period7/11/167/15/16

ASJC Scopus subject areas

  • 信号処理
  • メディア記述
  • コンピュータ ビジョンおよびパターン認識

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