LSTM Networks for Music Generation

TL;DR

This paper explores the use of LSTM networks for automatic music generation, analyzing how different network structures influence the quality of generated music and reviewing other existing methods in the field.

Contribution

It introduces a systematic comparison of LSTM architectures for music generation and discusses alternative approaches used by researchers.

Findings

Different LSTM structures impact music quality.

LSTM-based methods outperform some traditional techniques.

Review of various methods in music generation.

Abstract

The paper presents a method of the music generation based on LSTM (Long Short-Term Memory), contrasts the effects of different network structures on the music generation and introduces other methods used by some researchers.