Deep Learning Techniques for Music Generation -- A Survey

5 September 2017

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

31 / 31 papers shown

Title
Apollo: An Interactive Environment for Generating Symbolic Musical Phrases using Corpus-based Style Imitation Renaud Bougueng Tchemeube J. Ens Philippe Pasquier 30 4 0 18 Apr 2025
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 30 9 0 18 Apr 2025
Expressive Music Data Processing and Generation Jingwei Liu 52 0 0 14 Mar 2025
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 32 2 0 17 Jun 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 22 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 20 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 19 1 0 04 Oct 2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing Zhenyu Tang R. Aralikatti Anton Ratnarajah Dinesh Manocha 27 31 0 04 Apr 2022
Dual Learning Music Composition and Dance Choreography Shuang Wu Zhenguang Liu Shijian Lu Li Cheng 16 8 0 28 Jan 2022
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 13 25 0 14 Sep 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 8 1 0 21 Jul 2021
Learning to Generate Music With Sentiment Lucas N. Ferreira E. Whitehead 11 81 0 09 Mar 2021
Music Generation with Temporal Structure Augmentation S. Raja MGen 8 3 0 21 Apr 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning Nan Jiang Sheng Jin Z. Duan Changshui Zhang OffRL 40 49 0 08 Feb 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 8 27 0 20 Nov 2019
Differentially Private Learning with Adaptive Clipping Galen Andrew Om Thakkar H. B. McMahan Swaroop Ramaswamy FedML 11 328 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 24 584 0 30 Apr 2019
Harmonic Recomposition using Conditional Autoregressive Modeling Kyle Kastner Rithesh Kumar Tim Cooijmans Aaron Courville 17 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 13 133 0 20 Sep 2018
Symbolic Music Genre Transfer with CycleGAN Gino Brunner Yuyi Wang Roger Wattenhofer Sumu Zhao GAN 14 72 0 20 Sep 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 11 184 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
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator R. Dean J. Forth 13 10 0 21 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 27 126 0 09 Dec 2017
Human-in-the-loop Artificial Intelligence Fabio Massimo Zanzotto 22 265 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 16 535 0 19 Sep 2017
Music generation with variational recurrent autoencoder supported by history Ivan P. Yamshchikov Alexey Tikhonov GAN MGen 13 44 0 15 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 78 1,502 0 25 Jan 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 75 512 0 29 Nov 2016
The Machine Learning Algorithm as Creative Musical Tool R. Fiebrink Baptiste Caramiaux 26 73 0 01 Nov 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,185 0 30 Nov 2014