Computational creativity and music generation systems: An introduction to the state of the art

F Carnovalini, A Rodà - Frontiers in Artificial Intelligence, 2020 - frontiersin.org
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 …

Musical agents: A typology and state of the art towards musical metacreation

K Tatar, P Pasquier - Journal of New Music Research, 2019 - Taylor & Francis
Musical agents are artificial agents that tackle musical creative tasks, partially or completely.
This review of musical agents combines the terminology of Generative Arts (artistic practice) …

When creators meet the metaverse: A survey on computational arts

LH Lee, Z Lin, R Hu, Z Gong, A Kumar, T Li, S Li… - arXiv preprint arXiv …, 2021 - arxiv.org
The metaverse, enormous virtual-physical cyberspace, has brought unprecedented
opportunities for artists to blend every corner of our physical surroundings with digital …

AI song contest: Human-AI co-creation in songwriting

CZA Huang, HV Koops, E Newton-Rex… - arXiv preprint arXiv …, 2020 - arxiv.org
Machine learning is challenging the way we make music. Although research in deep
generative models has dramatically improved the capability and fluency of music models …

The bach doodle: Approachable music composition with machine learning at scale

CZA Huang, C Hawthorne, A Roberts… - arXiv preprint arXiv …, 2019 - arxiv.org
To make music composition more approachable, we designed the first AI-powered Google
Doodle, the Bach Doodle, where users can create their own melody and have it harmonized …

Generative music in video games: State of the art, challenges, and prospects

C Plut, P Pasquier - Entertainment Computing, 2020 - Elsevier
Music is a common element in almost all video games. Most music in games is written by a
human composer, and played as a linear piece behind gameplay. Adaptive and/or …

[PDF][PDF] Magenta studio: Augmenting creativity with deep learning in ableton live

A Roberts, J Engel, Y Mann, J Gillick, C Kayacik… - 2019 - academia.edu
Abstract The field of Musical Metacreation (MuMe) has produced impressive results for both
autonomous and interactive creativity, recently aided by modern deep learning frameworks …

[PDF][PDF] Evaluating Human-AI Interaction via Usability, User Experience and Acceptance Measures for MMM-C: A Creative AI System for Music Composition.

RB Tchemeube, J Ens, C Plut, P Pasquier, M Safi… - IJCAI, 2023 - ijcai.org
With the rise of artificial intelligence (AI), there has been increasing interest in human-AI co-
creation in a variety of artistic domains including music as AI-driven systems are frequently …

Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI

N Bryan-Kinns, B Zhang, S Zhao, B Banar - Machine Intelligence Research, 2024 - Springer
Generative AI models for music and the arts in general are increasingly complex and hard to
understand. The field of explainable AI (XAI) seeks to make complex and opaque AI models …

[PDF][PDF] Human-AI Music Creation: Understanding the Perceptions and Experiences of Music Creators for Ethical and Productive Collaboration.

M Newman, L Morris, JH Lee - ISMIR, 2023 - archives.ismir.net
Recently, there has been a surge in Artificial Intelligence (AI) tools that allow creators to
develop melodies, harmonies, lyrics, and mixes with the touch of a button. The reception of …