Voice leading is considered to play an important role in the structure of Western tonal music.
However, the explicit voice assignment of a piece (if present at all) generally does not reflect …

Hierarchical models of music allow explanation of highly complex musical structure based
on the general principle of recursive elaboration and a small set of orthogonal operations …

Numerous generative approaches to explaining tonal structure and/or Schenker's theories
have been proposed since Babbitt noted a resemblance between Schenker's analytical …

The human ability to perceive and understand music is remarkable. From an unstructured
stream of acoustic input it creates a wide range of experiences, from psycho-acoustic effects …

In comparison to computational linguistics, with its abundance of natural-language datasets,
corpora of music analyses are rather fewer and generally smaller. This is partly due to …

In this paper, we propose a few methodologies for composing music using deep learning
algorithms and long short-term memory (LSTM) neural network. The LSTM model is created …

In this article, the authors propose a few methodologies for composing music using deep
learning algorithms and Long-short term memory (LSTM) neural network and Generative …

This special issue on machine learning and music generation features rigorously refereed
papers based on selected extended abstracts presented at the 8th International Workshop …

Computational approaches to music composition and style imitation have engaged
musicians, music scholars, and computer scientists since the early days of computing. Music …

A melody is often described as a line of music that evolves through time and, therefore, it is
possible to draw its 2D pitch-time representation as a series of points implicitly defining a …