Deep Learning Techniques for Music Generation -- A Survey

5 September 2017

Papers citing "Deep Learning Techniques for Music Generation -- A Survey"

44 / 44 papers shown

Title
Evaluating Human-AI Interaction via Usability, User Experience and Acceptance Measures for MMM-C: A Creative AI System for Music Composition Renaud Bougueng Tchemeube J. Ens C. P Philippe Pasquier Maryam Safi Yvan Grabit Jean-Baptiste Rolland 32 9 0 18 Apr 2025
Apollo: An Interactive Environment for Generating Symbolic Musical Phrases using Corpus-based Style Imitation Renaud Bougueng Tchemeube J. Ens Philippe Pasquier 37 4 0 18 Apr 2025
Expressive Music Data Processing and Generation Jingwei Liu 54 0 0 14 Mar 2025
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 37 2 0 17 Jun 2024
Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation Keshav Bhandari Simon Colton 33 8 0 12 Mar 2024
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 24 30 0 10 Aug 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
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming Kshitij Goyal Wannes Meert Hendrik Blockeel E. V. Wolputte Koen Vanderstraeten Wouter Pijpops Kurt Jaspers 22 1 0 04 Oct 2022
Generating Coherent Drum Accompaniment With Fills And Improvisations Rishabh A. Dahale Vaibhav Talwadker Preeti Rao Prateek Verma 22 3 0 01 Sep 2022
Open Challenges in Musical Metacreation Filippo Carnovalini 11 5 0 31 Aug 2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing Zhenyu Tang R. Aralikatti Anton Ratnarajah Tianyi Zhou 35 31 0 04 Apr 2022
Dual Learning Music Composition and Dance Choreography Shuang Wu Zhenguang Liu Shijian Lu Li Cheng 21 8 0 28 Jan 2022
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 23 25 0 14 Sep 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 18 1 0 21 Jul 2021
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters Pritish Chandna António Ramires Xavier Serra Emilia Gómez 24 4 0 21 May 2021
Learning to Generate Music With Sentiment Lucas N. Ferreira E. Whitehead 27 82 0 09 Mar 2021
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang Dacheng Tao 45 462 0 17 Nov 2020
Shimon the Rapper: A Real-Time System for Human-Robot Interactive Rap Battles Richard J. Savery Lisa Zahray Gil Weinberg 14 17 0 19 Sep 2020
Computer-Generated Music for Tabletop Role-Playing Games Lucas N. Ferreira Levi H. S. Lelis E. Whitehead 32 41 0 16 Aug 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 27 20 0 10 Jun 2020
Music Generation with Temporal Structure Augmentation S. Raja MGen 16 3 0 21 Apr 2020
Rhythm, Chord and Melody Generation for Lead Sheets using Recurrent Neural Networks Cedric De Boom S. V. Laere Tim Verbelen Bart Dhoedt MGen 16 12 0 21 Feb 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning Nan Jiang Sheng Jin Z. Duan Changshui Zhang OffRL 47 49 0 08 Feb 2020
Automatic Melody Harmonization with Triad Chords: A Comparative Study Yin-Cheng Yeh Wen-Yi Hsiao Satoru Fukayama Tetsuro Kitahara Benjamin Genchel Hao-Min Liu Hao-Wen Dong Yian Chen T. Leong Yi-Hsuan Yang 25 54 0 08 Jan 2020
Generating Interactive Worlds with Text Angela Fan Jack Urbanek Pratik Ringshia Emily Dinan Emma Qian ... Shrimai Prabhumoye Douwe Kiela Tim Rocktaschel Arthur Szlam Jason Weston 27 27 0 20 Nov 2019
Differentially Private Learning with Adaptive Clipping Galen Andrew Om Thakkar H. B. McMahan Swaroop Ramaswamy FedML 19 330 0 09 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 Apr 2019
In a Silent Way: Communication Between AI and Improvising Musicians Beyond Sound Jon McCormack Toby Gifford P. Hutchings M. T. Rodriguez M. Yee-King M. dÍnverno 20 63 0 18 Feb 2019
Harmonic Recomposition using Conditional Autoregressive Modeling Kyle Kastner Rithesh Kumar Tim Cooijmans Aaron Courville 24 0 0 18 Nov 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 22 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
Learning a Latent Space of Multitrack Measures Ian Simon Adam Roberts Colin Raffel Jesse Engel Curtis Hawthorne Douglas Eck 21 52 0 01 Jun 2018
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation Hao-Wen Dong Yi-Hsuan Yang GAN MGen 21 94 0 25 Apr 2018
Music Style Transfer: A Position Paper Shuqi Dai Zheng-Wei Zhang Gus G. Xia 17 49 0 19 Mar 2018
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator R. Dean J. Forth 21 10 0 21 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 35 126 0 09 Dec 2017
Human-in-the-loop Artificial Intelligence Fabio Massimo Zanzotto 27 265 0 23 Oct 2017
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 23 536 0 19 Sep 2017
Music generation with variational recurrent autoencoder supported by history Ivan P. Yamshchikov Alexey Tikhonov GAN MGen 18 44 0 15 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016
The Machine Learning Algorithm as Creative Musical Tool R. Fiebrink Baptiste Caramiaux 34 73 0 01 Nov 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014