| 講演抄録/キーワード |
| 講演名 |
2014-03-28 15:15
Binaural sound source localization in noisy reverberant environments based on Equalization-Cancellation Theory ○Thanh Duc Chau(JAIST)・Junfeng Li(IOA.CAS)・Masato Akagi(JAIST) EA2013-123 |
| 抄録 |
(和) |
Sound source localization (SSL) with a binaural input in practical environments is a challenging task due to the effect of noise and reverberation. In psychoacoustic research field, one of the theories to explain the mechanism of human perception in such environments is the well-known equalization-cancellation (EC) model. Motivated by the EC theory, this paper investigates a binaural SSL method by integrating EC procedures into beamforming technique. The principle idea is that the EC procedures are first utilized to eliminate the sound signal component at each candidate direction respectively; direction of sound source is then determined as the direction at which the residual energy is minimal. The EC procedures applied in the proposed method differ from those in traditional EC models, in which the effects of interference in room are accounted in E and C operations. Experimental results demonstrate that our proposed method outperforms the traditional SSL algorithms in the presence of noise and reverberation simultaneously. |
| (英) |
Sound source localization (SSL) with a binaural input in practical environments is a challenging task due to the effect of noise and reverberation. In psychoacoustic research field, one of the theories to explain the mechanism of human perception in such environments is the well-known equalization-cancellation (EC) model. Motivated by the EC theory, this paper investigates a binaural SSL method by integrating EC procedures into beamforming technique. The principle idea is that the EC procedures are first utilized to eliminate the sound signal component at each candidate direction respectively; direction of sound source is then determined as the direction at which the residual energy is minimal. The EC procedures applied in the proposed method differ from those in traditional EC models, in which the effects of interference in room are accounted in E and C operations. Experimental results demonstrate that our proposed method outperforms the traditional SSL algorithms in the presence of noise and reverberation simultaneously. |
| キーワード |
(和) |
binaural sound localization / Equalization-Cancellation model / noisy reverberant environments / adaptation / / / / |
| (英) |
binaural sound localization / Equalization-Cancellation model / noisy reverberant environments / adaptation / / / / |
| 文献情報 |
信学技報, vol. 113, no. 503, EA2013-123, pp. 19-24, 2014年3月. |
| 資料番号 |
EA2013-123 |
| 発行日 |
2014-03-21 (EA) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| PDFダウンロード |
EA2013-123 |