Proceedings of the IV International research conference "Information technologies in Science, Management, Social sphere and Medicine" (ITSMSSM 2017)

Program for sound generation based on image color spectrum with using the recurrent neural network

Authors
Nikita Nikitin, Vladimir Rozaliev, Yulia Orlova
Corresponding Author
Nikita Nikitin
Available Online December 2017.
DOI
https://doi.org/10.2991/itsmssm-17.2017.48How to use a DOI?
Keywords
artificial neural networks, recurrent neural network, long-short term memory, Theano, TensorFlow, Lasagne, Keras, MXNet, Python, Newton correlation scheme, sampling.
Abstract

This work is devoted to development and approbation of the program for sound generation based on image color spectrum with using the recurrent neural network. The work contains a description of the transition between color and music characteristics, the rationale for choosing and the description of a recurrent neural network. The choices of the neural network implementation technology as well as the results of the experiment are described.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the IV International research conference "Information technologies in Science, Management, Social sphere and Medicine" (ITSMSSM 2017)
Series
Advances in Computer Science Research
Publication Date
December 2017
ISBN
978-94-6252-432-3
ISSN
2352-538X
DOI
https://doi.org/10.2991/itsmssm-17.2017.48How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Nikita Nikitin
AU  - Vladimir Rozaliev
AU  - Yulia Orlova
PY  - 2017/12
DA  - 2017/12
TI  - Program for sound generation based on image color spectrum with using the recurrent neural network
BT  - Proceedings of the IV International research conference "Information technologies in Science, Management, Social sphere and Medicine" (ITSMSSM 2017)
PB  - Atlantis Press
SP  - 227
EP  - 232
SN  - 2352-538X
UR  - https://doi.org/10.2991/itsmssm-17.2017.48
DO  - https://doi.org/10.2991/itsmssm-17.2017.48
ID  - Nikitin2017/12
ER  -