Music transcription modelling and composition using deep learning

29 April 2016

ArXiv (abs)PDF HTML Github (338★)

Papers citing "Music transcription modelling and composition using deep learning"

42 / 42 papers shown

Title
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
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 74 13 0 18 Apr 2025
NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms Yashan Wang Shangda Wu Jianhuai Hu Xingjian Du Yueqi Peng Yongxin Huang Shuai Fan Xiaobing Li Feng Yu Maosong Sun 225 2 0 25 Feb 2025
Between the AI and Me: Analysing Listeners' Perspectives on AI- and Human-Composed Progressive Metal Music Yan Yang Dongxu Li Mathieu Barthet 63 2 0 31 Jul 2024
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing Shangda Wu Yashan Wang Xiaobing Li Feng Yu Maosong Sun 100 5 0 02 Jul 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 77 30 0 10 Aug 2023
On the Typicality of Musical Sequences Mathias Rose Bjare Stefan Lattner 58 3 0 23 Nov 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
Melody Infilling with User-Provided Structural Context Chih-Pin Tan A. Su Yi-Hsuan Yang 80 3 0 06 Oct 2022
Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing Experience Weiyi Lu Meng-Hsuan Wu Yuh-ming Chiu Li Su 60 0 0 25 Oct 2021
Differential Music: Automated Music Generation Using LSTM Networks with Representation Based on Melodic and Harmonic Intervals Hooman Rafraf MGen 53 1 0 23 Aug 2021
Is Disentanglement enough? On Latent Representations for Controllable Music Generation Ashis Pati Alexander Lerch CoGe DRL 53 16 0 01 Aug 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 129 43 0 06 Apr 2021
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
GANs & Reels: Creating Irish Music using a Generative Adversarial Network A. Kolokolova M. Billard Robert Bishop Moustafa Elsisy Zachary Northcott Laura Graves Vineel Nagisetty Heather Patey GAN 26 8 0 29 Oct 2020
POP909: A Pop-song Dataset for Music Arrangement Generation Ziyu Wang Kai Chen Junyan Jiang Yiyi Zhang Maoran Xu Shuqi Dai Xianbin Gu Gus Xia 76 139 0 17 Aug 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm Kai Chen Cheng-i Wang Taylor Berg-Kirkpatrick Shlomo Dubnov 81 52 0 04 Aug 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 82 18 0 21 Apr 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
Modeling Musical Structure with Artificial Neural Networks Stefan Lattner 47 2 0 06 Jan 2020
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
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques Hsiao-Tzu Hung Chung-Yang Wang Yi-Hsuan Yang Hsin-Min Wang 53 19 0 26 Aug 2019
Learning to Traverse Latent Spaces for Musical Score Inpainting Ashis Pati Alexander Lerch Gaëtan Hadjeres 86 56 0 02 Jul 2019
Adaptive Music Composition for Games P. Hutchings Jon McCormack 46 29 0 02 Jul 2019
Classical Music Prediction and Composition by means of Variational Autoencoders Daniel Rivero Enrique Fernández-Blanco A. Pazos DRL 53 6 0 21 Jun 2019
Progressive Generative Adversarial Binary Networks for Music Generation Manan Oza H. Vaghela Kriti Srivastava AI4CE GAN 45 6 0 12 Mar 2019
Learning to Generate Music with BachProp Florian Colombo Johanni Brea W. Gerstner 35 6 0 17 Dec 2018
Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach Nikhil Kotecha 80 11 0 03 Dec 2018
AAG-Stega: Automatic Audio Generation-based Steganography Zhongliang Yang Xingjian Du Yilin Tan Yongfeng Huang Yujin Zhang 38 15 0 10 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
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network Hao-Min Liu Yi-Hsuan Yang MGen GAN 71 39 0 30 Jul 2018
Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme Jey Han Lau Trevor Cohn Timothy Baldwin Julian Brooke Adam Hammond 73 74 0 10 Jul 2018
Conditioning Deep Generative Raw Audio Models for Structured Automatic Music Rachel Manzelli Vijay Thakkar Ali Siahkamari Brian Kulis MGen 59 45 0 26 Jun 2018
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation Hao-Wen Dong Yi-Hsuan Yang GAN MGen 96 94 0 25 Apr 2018
BachProp: Learning to Compose Music in Multiple Styles Florian Colombo W. Gerstner 48 9 0 14 Feb 2018
Interactive Music Generation with Positional Constraints using Anticipation-RNNs Gaëtan Hadjeres Frank Nielsen 69 31 0 19 Sep 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 140 550 0 19 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 153 300 0 05 Sep 2017
Neural Translation of Musical Style Iman Malik Carl Henrik Ek 69 38 0 11 Aug 2017
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Haiyang Yu Zhihai Wu Shuqin Wang Yunpeng Wang Xiaolei Ma AI4TS GNN 69 546 0 07 May 2017
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints Stefan Lattner M. Grachten Gerhard Widmer 111 66 0 14 Dec 2016
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control Natasha Jaques S. Gu Dzmitry Bahdanau José Miguel Hernández-Lobato Richard Turner Douglas Eck 184 173 0 09 Nov 2016