Paper Abstract and Keywords |
Presentation |
2018-01-29 16:35
[Invited Talk]
Machine Musicianship: When AI meets with music Kyogu Lee (Seoul National Univ.) EMM2017-71 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
With the rapid and recent development in the filed of artificial intelligence research, a number of new and interesting applications are emerging on a daily basis, and music is not an exception. In this talk, I will describe how the two main instruments - i.e., signal processing and machine learning - are used for many intriguing music/speech applications. In particular, I will present recent findings on the use of generative adversarial networks (GANs) for music, including music source separation, music transcription, and so on. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
signal processing / machine learning / generative adversarial networks / music source separation / music transcription / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 425, EMM2017-71, pp. 31-31, Jan. 2018. |
Paper # |
EMM2017-71 |
Date of Issue |
2018-01-22 (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 |
EMM2017-71 |
Conference Information |
Committee |
EMM |
Conference Date |
2018-01-29 - 2018-01-30 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tohoku Univ. (Aobayama Campus) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Sense of Presence, Universal Media, Digital Entertainment, etc. |
Paper Information |
Registration To |
EMM |
Conference Code |
2018-01-EMM |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Machine Musicianship: When AI meets with music |
Sub Title (in English) |
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signal processing |
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machine learning |
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generative adversarial networks |
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music source separation |
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music transcription |
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1st Author's Name |
Kyogu Lee |
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Seoul National University (Seoul National Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-01-29 16:35:00 |
Presentation Time |
60 minutes |
Registration for |
EMM |
Paper # |
EMM2017-71 |
Volume (vol) |
vol.117 |
Number (no) |
no.425 |
Page |
p.31 |
#Pages |
1 |
Date of Issue |
2018-01-22 (EMM) |
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