A Functional Taxonomy of Music Generation Systems

11 December 2018

Papers citing "A Functional Taxonomy of Music Generation Systems"

50 / 53 papers shown

Title
Survey on the Evaluation of Generative Models in Music Alexander Lerch Claire Arthur Nick Bryan-Kinns Corey Ford Qianyi Sun Ashvala Vinay 159 0 0 05 Jun 2025
Apollo: An Interactive Environment for Generating Symbolic Musical Phrases using Corpus-based Style Imitation Renaud Bougueng Tchemeube J. Ens Philippe Pasquier 110 3 0 18 Apr 2025
ComposeOn Academy: Transforming Melodic Ideas into Complete Compositions Integrating Music Learning Hongxi Pu Futian Jiang Zihao Chen Xingyue Song 108 0 0 24 Feb 2025
Text2midi: Generating Symbolic Music from Captions Keshav Bhandari Abhinaba Roy Kyra Wang Geeta Puri Simon Colton Dorien Herremans 160 6 0 03 Jan 2025
Prevailing Research Areas for Music AI in the Era of Foundation Models Megan Wei M. Modrzejewski Aswin Sivaraman Dorien Herremans MedIm 94 2 0 14 Sep 2024
Applications and Advances of Artificial Intelligence in Music Generation:A Review Yanxu Chen Linshu Huang Tian Gou MGen 72 4 0 03 Sep 2024
Text Conditioned Symbolic Drumbeat Generation using Latent Diffusion Models Pushkar Jajoria James McDermott DiffM 71 0 0 05 Aug 2024
BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features Jing Luo Xinyu Yang Dorien Herremans 72 3 0 15 Jul 2024
MidiCaps: A large-scale MIDI dataset with text captions J. Melechovský Abhinaba Roy Dorien Herremans 92 13 0 04 Jun 2024
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey Dinh-Viet-Toan Le Louis Bigo Mikaela Keller Dorien Herremans MedIm 91 14 0 27 Feb 2024
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 124 11 0 22 Feb 2024
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI Nick Bryan-Kinns Bingyuan Zhang Songyan Zhao Berker Banar DRL MGen 102 13 0 14 Nov 2023
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model Jaeyong Kang Soujanya Poria Dorien Herremans MGen VGen 95 36 0 02 Nov 2023
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 77 30 0 10 Aug 2023
Storyfier: Exploring Vocabulary Learning Support with Text Generation Models Zhenhui Peng Xingbo Wang Qiushi Han Junkai Zhu Xiaojuan Ma Huamin Qu 108 25 0 07 Aug 2023
AffectMachine-Classical: A novel system for generating affective classical music Kat R. Agres Adyasha Dash Phoebe K. Chua 54 4 0 11 Apr 2023
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research Tosiron Adegbija SLR 66 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 89 2 0 31 Jan 2023
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 64 22 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 88 20 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 73 35 0 16 Nov 2022
Harmonization and Evaluation; Tweaking the Parameters on Human Listeners Filippo Carnovalini A. Pelizzo A. Rodà S. Canazza 18 0 0 31 Aug 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 72 10 0 09 Feb 2022
Generating Chord Progression from Melody with Flexible Harmonic Rhythm and Controllable Harmonic Density Shangda Wu Yue Yang Zhaowen Wang Xiaobing Li Maosong Sun 48 5 0 21 Dec 2021
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 56 2 0 16 Dec 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 93 26 0 14 Sep 2021
Musical Speech: A Transformer-based Composition Tool Jason dÉon Sri Harsha Dumpala Chandramouli Shama Sastry Daniel Oore Sageev Oore 57 1 0 02 Aug 2021
aiSTROM -- A roadmap for developing a successful AI strategy Dorien Herremans 37 9 0 25 Jun 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 107 27 0 27 Apr 2021
Revisiting the Onsets and Frames Model with Additive Attention K. Cheuk Yin-Jyun Luo Emmanouil Benetos Dorien Herremans 47 20 0 14 Apr 2021
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure Zixun Guo D. Makris Dorien Herremans 77 24 0 19 Feb 2021
A novel dataset for the identification of computer generated melodies in the CSMT challenge Shengchen Li Yinji Jing Georgy Fazekas 48 2 0 07 Dec 2020
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 61 126 0 13 Nov 2020
A variational autoencoder for music generation controlled by tonal tension Rui Guo Ivor Simpson Thor Magnusson C. Kiefer Dorien Herremans MGen DRL 76 18 0 13 Oct 2020
AI Song Contest: Human-AI Co-Creation in Songwriting Cheng-Zhi Anna Huang Hendrik Vincent Koops Ed Newton-Rex Monica Dinculescu Carrie J. Cai 57 92 0 12 Oct 2020
Generative Melody Composition with Human-in-the-Loop Bayesian Optimization Yijun Zhou Yuki Koyama Masataka Goto Takeo Igarashi 71 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 60 74 0 29 Jul 2020
GACELA -- A generative adversarial context encoder for long audio inpainting Andrés Marafioti P. Majdak Nicki Holighaus Nathanael Perraudin 97 46 0 11 May 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 75 78 0 07 Apr 2020
Midi Miner -- A Python library for tonal tension and track classification Junho Cho Dorien Herremans Thor Magnusson 43 12 0 03 Oct 2019
MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Style Jing Luo Xinyu Yang Shulei Ji Juan Li MGen 39 24 0 29 Sep 2019
The Bach Doodle: Approachable music composition with machine learning at scale Cheng-Zhi Anna Huang Curtis Hawthorne Adam Roberts Monica Dinculescu James Wexler Leon Hong Jacob Howcroft 166 27 0 14 Jul 2019
Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls Nicholas Meade Nicholas Barreyre S. Lowe Sageev Oore AI4CE 47 16 0 09 Jul 2019
MorpheuS: generating structured music with constrained patterns and tension Dorien Herremans E. Chew MGen 81 81 0 12 Dec 2018
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy Kin Wah Edward Lin T. BalamuraliB. Enyan Koh Simon Lui Dorien Herremans 29 40 0 04 Dec 2018
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec C. Chuan Kat R. Agres Dorien Herremans 70 45 0 29 Nov 2018
Coupled Recurrent Models for Polyphonic Music Composition John Thickstun Zaïd Harchaoui Dean Phillips Foster Sham Kakade 42 12 0 20 Nov 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 69 133 0 20 Sep 2018
Symbolic Music Genre Transfer with CycleGAN Gino Brunner Yuyi Wang Roger Wattenhofer Sumu Zhao GAN 97 74 0 20 Sep 2018
This Time with Feeling: Learning Expressive Musical Performance Sageev Oore Ian Simon Sander Dieleman Douglas Eck Karen Simonyan 155 217 0 10 Aug 2018