| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2021-11-15 13:30 [Poster Presentation] Noise suppression by instantaneous spectral subtraction based on simultaneous estimation of amplitude and phase of noise spectrum Koki Takenaka, Kenji Ozawa (Grad School, Univ. of Yamanashi)  EA2021-42 EMM2021-69 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Noise suppression using a microphone array and neural networks (NN) has been investigated .In this study, the output from a microphone array is converted into a spatio-temporal sound pressure distribution image, and its two-dimensional (2D) amplitude and phase spectrum obtained by the 2D fast Fourier transform is used for noise suppression. In addition, a system that can handle multiple noise sources is proposed and its performance is evaluated. In order to reflect the dependence of the phase characteristics on the amplitude characteristics, a DNN that simultaneously estimates the amplitude and phase of the noise spectrum was used to improve the suppression performance. Results of computer simulations showed noise suppression of about $-23 sim -20$~dB for two noise sources. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Microphone array / Two-dimensional spectrum / Neural network / Direction of arrival / Multiple noise suppression / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 246, EA2021-42, pp. 85-90, Nov. 2021. | |
| Paper # | EA2021-42 | |
| Date of Issue | 2021-11-08 (EA, EMM) | |
| 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 | EA2021-42 EMM2021-69 |
|
| Conference Information | |
| Committee | EMM EA ASJ-H |
| Conference Date | 2021-11-15 - 2021-11-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | [Beginners Session] Engineering/Electro Acoustics, Content Processing, Digital Watermarking, Psychological and Physiological Acoustics, and Related Topics |
| Paper Information | |
| Registration To | EA |
| Conference Code | 2021-11-EMM-EA-H |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Noise suppression by instantaneous spectral subtraction based on simultaneous estimation of amplitude and phase of noise spectrum |
| Sub Title (in English) | |
| Keyword(1) | Microphone array |
| Keyword(2) | Two-dimensional spectrum |
| Keyword(3) | Neural network |
| Keyword(4) | Direction of arrival |
| Keyword(5) | Multiple noise suppression |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Koki Takenaka |
| 1st Author's Affiliation | Graduate School, University of Yamanashi (Grad School, Univ. of Yamanashi) |
| 2nd Author's Name | Kenji Ozawa |
| 2nd Author's Affiliation | Graduate School, University of Yamanashi (Grad School, Univ. of Yamanashi) |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2021-11-15 13:30:00 |
| Presentation Time | 120 minutes |
| Registration for | EA |
| Paper # | EA2021-42, EMM2021-69 |
| Volume (vol) | vol.121 |
| Number (no) | no.246(EA), no.247(EMM) |
| Page | pp.85-90 |
| #Pages | 6 |
| Date of Issue | 2021-11-08 (EA, EMM) |
[Return to Top Page]