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| Presentation | 2021-03-04 09:25 An Estimated Intersections Reduction Method for Percussion Source Separation Based on the U-Net Daisuke Tanaka, Susumu Kuroyanagi (NIT)  NC2020-55 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the music information processing using drum information, the sound source separation is pre-processed to separate only drums from the music. The U-Net based sound source separation method has the highest separation accuracy among the conventional separation methods. However, it has a problem that the excess component tends to be generated at the intersection of the instruments, and the problem is critical in the drum separation where there are many intersections. In this report, in order to solve this problem by removing the excess components, we propose a method of separating the harmonic instrument sound at the intersections from the music and subtracting them from the drum separation result, and show the effectiveness of the method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Drums / Sound Source Separation / U-Net / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 403, NC2020-55, pp. 71-76, March 2021. | |
| Paper # | NC2020-55 | |
| Date of Issue | 2021-02-24 (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) | |
| Download PDF | NC2020-55 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2021-03-03 - 2021-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Neuro Computing, Medical Engineering, etc. |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2021-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Estimated Intersections Reduction Method for Percussion Source Separation Based on the U-Net |
| Sub Title (in English) | |
| Keyword(1) | Drums |
| Keyword(2) | Sound Source Separation |
| Keyword(3) | U-Net |
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| 1st Author's Name | Daisuke Tanaka |
| 1st Author's Affiliation | Nagoya Institute of Technology (NIT) |
| 2nd Author's Name | Susumu Kuroyanagi |
| 2nd Author's Affiliation | Nagoya Institute of Technology (NIT) |
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| Speaker | Author-1 |
| Date Time | 2021-03-04 09:25:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2020-55 |
| Volume (vol) | vol.120 |
| Number (no) | no.403 |
| Page | pp.71-76 |
| #Pages | 6 |
| Date of Issue | 2021-02-24 (NC) |
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