Music Generation System Based on LSTM
Yuan Xiao, Shengwu Xiong, Pengfei Duan
Available Online December 2016.
- https://doi.org/10.2991/iceeecs-16.2016.108How to use a DOI?
- LSTM Model; Automatic Music Generation System; Musical Notation
- Traditional music generation is manual, so it's of great significance to generate music automatically by machines. This paper proposes a method of using the Long-Short Term Memory (LSTM) Unit model to format music file, extract characters and generate music. And then constructing an automatic music generation system through the formalization processing and neural network supervised learning. The experimental results show that the system can effectively generate a new music which is similar to the original one.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Yuan Xiao AU - Shengwu Xiong AU - Pengfei Duan PY - 2016/12 DA - 2016/12 TI - Music Generation System Based on LSTM PB - Atlantis Press SP - 534 EP - 539 SN - 2352-538X UR - https://doi.org/10.2991/iceeecs-16.2016.108 DO - https://doi.org/10.2991/iceeecs-16.2016.108 ID - Xiao2016/12 ER -