Automatic composition of guitar tabs by transformers and groove modeling

YH Chen, YH Huang, WY Hsiao, YH Yang - arxiv preprint arxiv …, 2020 - arxiv.org
Deep learning algorithms are increasingly developed for learning to compose music in the
form of MIDI files. However, whether such algorithms work well for composing guitar tabs …

An LSTM-based dynamic chord progression generation system for interactive music performance

C Garoufis, A Zlatintsi, P Maragos - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper, we describe an interactive generative music system, designed to handle
polyphonic guitar music. We formulate the problem of chord progression generation as a …

AutoLeadGuitar: Automatic generation of guitar solo phrases in the tablature space

M McVicar, S Fukayama, M Goto - 2014 12th international …, 2014 - ieeexplore.ieee.org
We present AutoLeadGuitar, a system for automatically generating guitar solo tablatures
from an input chord and key sequence. Our system generates solos in distinct musical …

[PDF][PDF] Song2Guitar: A Difficulty-Aware Arrangement System for Generating Guitar Solo Covers from Polyphonic Audio of Popular Music.

S Ariga, S Fukayama, M Goto - ISMIR, 2017 - archives.ismir.net
ABSTRACT This paper describes Song2Guitar which automatically generates difficulty-
aware guitar solo cover of popular music from its acoustic signals. Previous research has …

Generating guitar solos by integer programming

NS Cunha, A Subramanian… - Journal of the Operational …, 2018 - Taylor & Francis
In this paper, we present a framework for computer-aided composition (CAC) that uses exact
combinatorial optimisation methods to generate guitar solos from a newly proposed data-set …

What are the most used guitar positions?

J Cournut, L Bigo, M Giraud, N Martin… - Proceedings of the 8th …, 2021 - dl.acm.org
The playing of stringed instruments can be notated with symbolic tablatures, indicating for
each note, the string, and the position on the fretboard at which it has to be played. We …

Identification of rhythm guitar sections in symbolic tablatures

D Régnier, N Martin, L Bigo - International Society for Music Information …, 2021 - hal.science
Sections of guitar parts in pop/rock songs are commonly described by functional terms
including for exam-ple rhythm guitar, lead guitar, solo or riff. At a low level, these terms …

MUSIC-MAS: Modeling a harmonic composition system with virtual organizations to assist novice composers

M Navarro, JM Corchado, Y Demazeau - Expert Systems with Applications, 2016 - Elsevier
Many music students today experience difficulties in composing melodies without a prior
harmonical guide. While harmony can be helpful in creating a melody the generation of …

AutoGuitarTab: Computer-aided composition of rhythm and lead guitar parts in the tablature space

M McVicar, S Fukayama, M Goto - IEEE/ACM Transactions on …, 2015 - ieeexplore.ieee.org
We present AutoGuitarTab, a system for generating realistic guitar tablature given an input
symbolic chord and key sequence. Our system consists of two modules: AutoRhythmGuitar …

[PDF][PDF] Analyzing and classifying guitarists from rock guitar solo tablature

O Das, B Kaneshiro, T Collins - Proceedings of the Sound …, 2018 - tomcollinsresearch.net
Guitar solos provide a way for guitarists to distinguish themselves. Many rock music
enthusiasts would claim to be able to identify performers on the basis of guitar solos, but in …