ASLGSDJun 16, 2020

LSTM Networks for Music Generation

arXiv:2006.09838v12 citations
Originality Synthesis-oriented
AI Analysis

This addresses music generation for AI/creative applications, but appears incremental as it focuses on comparisons and reviews without new breakthroughs.

The paper tackles music generation using LSTM networks, comparing different network structures and reviewing existing methods, but does not report specific results or numbers.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes