A Functional Taxonomy of Music Generation Systems

11 December 2018

Papers citing "A Functional Taxonomy of Music Generation Systems"

22 / 22 papers shown

Title
Apollo: An Interactive Environment for Generating Symbolic Musical Phrases using Corpus-based Style Imitation Renaud Bougueng Tchemeube J. Ens Philippe Pasquier 42 4 0 18 Apr 2025
ComposeOn Academy: Transforming Melodic Ideas into Complete Compositions Integrating Music Learning Hongxi Pu Futian Jiang Zihao Chen Xingyue Song 71 0 0 24 Feb 2025
Text2midi: Generating Symbolic Music from Captions Keshav Bhandari Abhinaba Roy Kyra Wang Geeta Puri Simon Colton Dorien Herremans 81 4 0 03 Jan 2025
Exploring XAI for the Arts: Explaining Latent Space in Generative Music Nick Bryan-Kinns Berker Banar Corey Ford Courtney N. Reed Yixiao Zhang S. Colton Jack Armitage 32 30 0 10 Aug 2023
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research Tosiron Adegbija SLR 29 6 0 17 Feb 2023
An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation Yuqiang Li Shengchen Li Georgy Fazekas 44 2 0 31 Jan 2023
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 27 17 0 10 Jan 2023
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling Z. Guo J. Kang Dorien Herremans 19 19 0 02 Dec 2022
A Review of Intelligent Music Generation Systems Lei Wang Ziyi Zhao Han Liu Junwei Pang Yi-qiang Qin Qidi Wu MGen 23 31 0 16 Nov 2022
EmotionBox: a music-element-driven emotional music generation system using Recurrent Neural Network Kaitong Zheng R. Meng C. Zheng Xiaodong Li Jinqiu Sang JuanJuan Cai Jie Wang MGen 19 2 0 16 Dec 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 28 25 0 14 Sep 2021
Musical Speech: A Transformer-based Composition Tool Jason dÉon Sri Harsha Dumpala Chandramouli Shama Sastry Daniel Oore Sageev Oore 18 1 0 02 Aug 2021
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 13 125 0 13 Nov 2020
Generative Melody Composition with Human-in-the-Loop Bayesian Optimization Yijun Zhou Yuki Koyama Masataka Goto Takeo Igarashi 34 21 0 07 Oct 2020
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling Hao Hao Tan Dorien Herremans MGen 16 72 0 29 Jul 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 16 76 0 07 Apr 2020
MorpheuS: generating structured music with constrained patterns and tension Dorien Herremans E. Chew MGen 19 79 0 12 Dec 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 33 133 0 20 Sep 2018
Symbolic Music Genre Transfer with CycleGAN Gino Brunner Yuyi Wang Roger Wattenhofer Sumu Zhao GAN 30 72 0 20 Sep 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 21 184 0 26 Jun 2018
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator R. Dean J. Forth 32 10 0 21 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 43 127 0 09 Dec 2017