| 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 | 2015-11-13 11:00 A study of audio watermarking using non-negative matrix factorization Harumi Murata (Chukyo Univ.), Akio Ogihara (Kinki Univ.)  EA2015-34 EMM2015-55 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Digital watermarking is a technique to embed another digital data into digital contents such as music, images, and videos. For audio signals, the sound quality of the stego signal should not deteriorate as much as host signal. With current methods, high sound quality means that the difference between the host and stego signals is small. We proposed a method with which high sound quality means that the sound quality of the stego signal is maintained as music even if another sound, except for host signal, is perceived. Accordingly, we use a sound with an instrumental timbre as the watermark signal. The sound quality of the stego signal does not produce an unpleasant feeling to the listener even if the watermark signal is perceived.Moreover, we use nonnegative matrix factorization (NMF). NMF is one of the technique used for separation of an audio mixture that consists of multiple instrumental sources. NMF is an algorithm that decomposes a nonnegative matrix that is an amplitude spectrogram of a target signal into two nonnegative matrices that corresponds to the spectral patterns of the target signal and the activation of each spectrum. Watermarks are defined using the elements of activation matrix and are embedded into host signal by adding watermark signals that have similar instrumental timbre. In this paper, we examine the validity of embedding method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Audio Watermarking / Non-negative Matrix Factorization / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 303, EMM2015-55, pp. 59-62, Nov. 2015. | |
| Paper # | EMM2015-55 | |
| Date of Issue | 2015-11-05 (EA, EMM) | |
| ISSN | Print edition: ISSN 0913-5685 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 | EA2015-34 EMM2015-55 |
|
| Conference Information | |
| Committee | EA EMM |
| Conference Date | 2015-11-12 - 2015-11-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kumamoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Multimedia Fusion, Content Processing, Multimedia Retrieval, Digital Watermarking, and Related Topics |
| Paper Information | |
| Registration To | EMM |
| Conference Code | 2015-11-EA-EMM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of audio watermarking using non-negative matrix factorization |
| Sub Title (in English) | |
| Keyword(1) | Audio Watermarking |
| Keyword(2) | Non-negative Matrix Factorization |
| Keyword(3) | |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Harumi Murata |
| 1st Author's Affiliation | Chukyo University (Chukyo Univ.) |
| 2nd Author's Name | Akio Ogihara |
| 2nd Author's Affiliation | Kinki University (Kinki Univ.) |
| 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 | 2015-11-13 11:00:00 |
| Presentation Time | 30 minutes |
| Registration for | EMM |
| Paper # | EA2015-34, EMM2015-55 |
| Volume (vol) | vol.115 |
| Number (no) | no.302(EA), no.303(EMM) |
| Page | pp.59-62 |
| #Pages | 4 |
| Date of Issue | 2015-11-05 (EA, EMM) |
[Return to Top Page]