Computational creativity and music generation systems: An introduction to the state of the art
Computational Creativity is a multidisciplinary field that tries to obtain creative behaviors
from computers. One of its most prolific subfields is that of Music Generation (also called …
from computers. One of its most prolific subfields is that of Music Generation (also called …
A functional taxonomy of music generation systems
Digital advances have transformed the face of automatic music generation since its
beginnings at the dawn of computing. Despite the many breakthroughs, issues such as the …
beginnings at the dawn of computing. Despite the many breakthroughs, issues such as the …
Ai-generated vs. human artworks. a perception bias towards artificial intelligence?
Via generative adversarial networks (GANs), artificial intelligence (AI) has influenced many
areas, especially the artistic field, as symbol of a human task. In human-computer interaction …
areas, especially the artistic field, as symbol of a human task. In human-computer interaction …
AI methods in algorithmic composition: A comprehensive survey
JD Fernández, F Vico - Journal of Artificial Intelligence Research, 2013 - jair.org
Algorithmic composition is the partial or total automation of the process of music composition
by using computers. Since the 1950s, different computational techniques related to Artificial …
by using computers. Since the 1950s, different computational techniques related to Artificial …
A preliminary framework for description, analysis and comparison of creative systems
GA Wiggins - Knowledge-based systems, 2006 - Elsevier
I summarise and attempt to clarify some concepts presented in and arising from Margaret
Boden's (1990) descriptive hierarchy of creativity, by beginning to formalise the ideas she …
Boden's (1990) descriptive hierarchy of creativity, by beginning to formalise the ideas she …
A standardised procedure for evaluating creative systems: Computational creativity evaluation based on what it is to be creative
A Jordanous - Cognitive Computation, 2012 - Springer
Computational creativity is a flourishing research area, with a variety of creative systems
being produced and developed. Creativity evaluation has not kept pace with system …
being produced and developed. Creativity evaluation has not kept pace with system …
The construction and evaluation of statistical models of melodic structure in music perception and composition
MT Pearce - 2005 - openaccess.city.ac.uk
The prevalent approach to develo** cognitive models of music perception and
composition is to construct systems of symbolic rules and constraints on the basis of …
composition is to construct systems of symbolic rules and constraints on the basis of …
Four PPPPerspectives on computational creativity in theory and in practice
A Jordanous - Connection Science, 2016 - Taylor & Francis
Computational creativity is the modelling, simulating or replicating of creativity
computationally. In examining and learning from these “creative systems”, from what …
computationally. In examining and learning from these “creative systems”, from what …
[PDF][PDF] Automatic Stylistic Composition of Bach Chorales with Deep LSTM.
This paper presents “BachBot”: an end-to-end automatic composition system for composing
and completing music in the style of Bach's chorales using a deep long short-term memory …
and completing music in the style of Bach's chorales using a deep long short-term memory …
[PDF][PDF] Music generation from statistical models
D Conklin - Proceedings of the AISB 2003 Symposium on Artificial …, 2003 - Citeseer
This paper discusses the use of statistical models for the problem of musical style imitation.
Statistical models are created from extant pieces in a stylistic corpus, and have an objective …
Statistical models are created from extant pieces in a stylistic corpus, and have an objective …