Mean shift for direction finding and separation of sound sources using microphone array
This paper proposes a mean shill based blind source separation method combining with source direction estimation using time-frequency (T-F) decomposition. Basic cue of each T-F cell is the wave propagation vector and the proposed method is applicable to arbitrary array configuration in 3-D space. Me...
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الوصول للمادة أونلاين: | http://eprints.utm.my/id/eprint/62082/ http://www.risp.jp/NCSP15/ |
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my.utm.620822017-05-07T08:21:55Z http://eprints.utm.my/id/eprint/62082/ Mean shift for direction finding and separation of sound sources using microphone array Nozomu, Hamada Jasmani, Nursyafiqah Amirah TS Manufactures This paper proposes a mean shill based blind source separation method combining with source direction estimation using time-frequency (T-F) decomposition. Basic cue of each T-F cell is the wave propagation vector and the proposed method is applicable to arbitrary array configuration in 3-D space. Mean shift is applied to search multiple modes of the estimated probability density with respect to both elevation and azimuth angles. Utilizing the results an efficient separation procedure can be realized by a binary masking in T-F domain. 2015 Conference or Workshop Item PeerReviewed Nozomu, Hamada and Jasmani, Nursyafiqah Amirah (2015) Mean shift for direction finding and separation of sound sources using microphone array. In: Proceedings of 2015 Risp International Workshop on Nonlinear Circuits, Communications and Signal Processing, 27 Feb - 2 Mac, 2015, Kuala Lumpur, Malaysia. http://www.risp.jp/NCSP15/ |
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Universiti Teknologi Malaysia |
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Malaysia |
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Universiti Teknologi Malaysia |
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TS Manufactures Nozomu, Hamada Jasmani, Nursyafiqah Amirah Mean shift for direction finding and separation of sound sources using microphone array |
description |
This paper proposes a mean shill based blind source separation method combining with source direction estimation using time-frequency (T-F) decomposition. Basic cue of each T-F cell is the wave propagation vector and the proposed method is applicable to arbitrary array configuration in 3-D space. Mean shift is applied to search multiple modes of the estimated probability density with respect to both elevation and azimuth angles. Utilizing the results an efficient separation procedure can be realized by a binary masking in T-F domain. |
format |
Conference or Workshop Item |
author |
Nozomu, Hamada Jasmani, Nursyafiqah Amirah |
author_facet |
Nozomu, Hamada Jasmani, Nursyafiqah Amirah |
author_sort |
Nozomu, Hamada |
title |
Mean shift for direction finding and separation of sound sources using microphone array |
title_short |
Mean shift for direction finding and separation of sound sources using microphone array |
title_full |
Mean shift for direction finding and separation of sound sources using microphone array |
title_fullStr |
Mean shift for direction finding and separation of sound sources using microphone array |
title_full_unstemmed |
Mean shift for direction finding and separation of sound sources using microphone array |
title_sort |
mean shift for direction finding and separation of sound sources using microphone array |
publishDate |
2015 |
url |
http://eprints.utm.my/id/eprint/62082/ http://www.risp.jp/NCSP15/ |
_version_ |
1643655316928200704 |
score |
13.251813 |