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| Presentation | 2016-11-03 16:00 [Poster Presentation] A Music Clip Manipulation System Based on Distributed Computation J. Cloud Yu, I-Cheng Chang, Yi-Jun Lin (NDHU)  IA2016-42 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | With the population of mobile devices and online social services, people often try to record their daily lives using their phones or tablets. According to the information provided by Facebook and YouTube, people upload at least 300 million images per day and averaged 72-houred videos per minute onto the internet. With such amount of images and videos, people have no means to arrange their own recorded files. Hence, this work proposed a distributed computation based summarization service which accepts a video or a group of images uploaded by users and automatically produces the corresponding background music by analyzing emotion transitions in the uploaded media. Typically, the process of generating a background music consists of three parts: video summarization, emotion transition analyzation, and music clip matching. However, each part requires massive amount of costly computational resources. To deal with the problem, this service proposed a flexible and distributed topology that allows the server to not only expand the computation node rapidly but be able to coordinate and utilize clients? resources to speed up the video emotion analyzation process. Moreover, in the part of music clip matching, this work also proposed a novel searching algorithm to find the appropriate music clips, and then arrange and merge them together according to the emotion distribution of the uploaded media. Experimental results show that the proposed approach can effectively improve the performance of music clip matching without losing the accuracy and reduce the computational costs required in generating a background music for the uploaded media. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Distributed Network / P2P / Parallel Computation / Distributed Computation / Emotion Distribution / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 282, IA2016-42, pp. 71-71, Nov. 2016. | |
| Paper # | IA2016-42 | |
| Date of Issue | 2016-10-27 (IA) | |
| 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 | IA2016-42 |
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| Conference Information | |
| Committee | IA |
| Conference Date | 2016-11-03 - 2016-11-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Taipei (Taiwan) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IA2016 - Workshop on Internet Architecture and Applications 2016 |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2016-11-IA |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Music Clip Manipulation System Based on Distributed Computation |
| Sub Title (in English) | |
| Keyword(1) | Distributed Network |
| Keyword(2) | P2P |
| Keyword(3) | Parallel Computation |
| Keyword(4) | Distributed Computation |
| Keyword(5) | Emotion Distribution |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | J. Cloud Yu |
| 1st Author's Affiliation | National Dong Hwa University (NDHU) |
| 2nd Author's Name | I-Cheng Chang |
| 2nd Author's Affiliation | National Dong Hwa University (NDHU) |
| 3rd Author's Name | Yi-Jun Lin |
| 3rd Author's Affiliation | National Dong Hwa University (NDHU) |
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| Speaker | Author-1 |
| Date Time | 2016-11-03 16:00:00 |
| Presentation Time | 90 minutes |
| Registration for | IA |
| Paper # | IA2016-42 |
| Volume (vol) | vol.116 |
| Number (no) | no.282 |
| Page | p.71 |
| #Pages | 1 |
| Date of Issue | 2016-10-27 (IA) |
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