Program for sound generation based on image color spectrum with using the recurrent neural network
- https://doi.org/10.2991/itsmssm-17.2017.48How to use a DOI?
- artificial neural networks, recurrent neural network, long-short term memory, Theano, TensorFlow, Lasagne, Keras, MXNet, Python, Newton correlation scheme, sampling.
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.
- © 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 -