Paper Abstract and Keywords |
Presentation |
2019-03-04 09:55
The percussion instruments separation method using the Deep U-Net Yosuke Ito, Kuroyanagi Susumu (NIT) NC2018-44 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Modern popular music is often mixed with harmonic musical instruments and percussion instruments. Therefore, when analyzing percussion instrument sound or grooves, pre-processing for separating harmonic musical instrument sound and percussion instrument sound is useful. In this study, we propose a percussion (drum) sound source separation method as such preprocessing. In the proposed method, a mask on the time-frequency domain that separates percussion sounds is generated using U-Net.It showed the higher separation performance of the proposed method than the conventional method with HPSS (Harmonic/Percussive Sound Separation)) using the median filter. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
percussion instruments / HPSS / CNN / U-Net / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 470, NC2018-44, pp. 1-6, March 2019. |
Paper # |
NC2018-44 |
Date of Issue |
2019-02-25 (NC) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NC2018-44 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2019-03-04 - 2019-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
University of Electro Communications |
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(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2019-03-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The percussion instruments separation method using the Deep U-Net |
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percussion instruments |
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HPSS |
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CNN |
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U-Net |
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1st Author's Name |
Yosuke Ito |
1st Author's Affiliation |
Nagoya Institute of Technology (NIT) |
2nd Author's Name |
Kuroyanagi Susumu |
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Nagoya Institute of Technology (NIT) |
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Speaker |
Author-1 |
Date Time |
2019-03-04 09:55:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2018-44 |
Volume (vol) |
vol.118 |
Number (no) |
no.470 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2019-02-25 (NC) |
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