PIANOTREE VAE: Structured Representation Learning for Polyphonic Music

17 August 2020

Gus Xia

Papers citing "PIANOTREE VAE: Structured Representation Learning for Polyphonic Music"

34 / 34 papers shown

Title
MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding Jingyue Huang Zachary Novack Phillip Long Yupeng Hou Ke Chen Taylor Berg-Kirkpatrick Julian McAuley MGen 151 0 0 18 Oct 2025
PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music Hayeon Bang Eunjin Choi Seungheon Doh Juhan Nam 63 0 0 04 Sep 2025
Versatile Symbolic Music-for-Music Modeling via Function Alignment Junyan Jiang Daniel Y. Chin Liwei Lin Xuanjie Liu Gus Xia 222 1 0 18 Jun 2025
A Survey on Cross-Modal Interaction Between Music and Multimodal Data Sifei Li Mining Tan Feier Shen Minyan Luo Zijiao Yin Fan Tang Weiming Dong Changsheng Xu 253 1 0 17 Apr 2025
$α$ -TCVAE: On the relationship between Disentanglement and DiversityInternational Conference on Learning Representations (ICLR), 2024 Cristian Meo Louis Mahon Anirudh Goyal Justin Dauwels DRL 287 10 0 01 Nov 2024
Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio GenerationInternational Society for Music Information Retrieval Conference (ISMIR), 2024 Michael Kolle Maximilian Zorn Jongmin Jung Dasaem Jeong 145 4 0 02 Aug 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 211 28 0 27 Feb 2024
Multi-view MidiVAE: Fusing Track- and Bar-view Representations for Long Multi-track Symbolic Music GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Zhiwei Lin Jun Chen Boshi Tang Binzhu Sha Jing Yang Yaolong Ju Fan Fan Max Welling Zhiyong Wu Helen M. Meng 222 2 0 15 Jan 2024
ScripTONES: Sentiment-Conditioned Music Generation for Movie ScriptsInternational Conference on AI-ML-Systems (ICA), 2023 Vishruth Veerendranath Vibha Masti Utkarsh Gupta Hrishit Chaudhuri Gowri Srinivasa 136 2 0 13 Jan 2024
MusicAOG: an Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music Yikai Qian Tianle Wang Xinyi Tong Xin Jin Duo Xu Bo Zheng Bangyu Xiang Feng Yu Song-Chun Zhu 199 0 0 05 Jan 2024
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AIMachine Intelligence Research (MIR), 2023 Nick Bryan-Kinns Bingyuan Zhang Songyan Zhao Berker Banar DRL MGen 244 18 0 14 Nov 2023
Motif-Centric Representation Learning for Symbolic Music Yuxuan Wu Roger B. Dannenberg Gus Xia 175 1 0 19 Sep 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 188 37 0 10 Aug 2023
Graph-based Polyphonic Multitrack Music GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Emanuele Cosenza Andrea Valenti D. Bacciu 137 6 0 27 Jul 2023
Emotion-Guided Music Accompaniment Generation Based on Variational AutoencoderIEEE International Joint Conference on Neural Network (IJCNN), 2023 Qi Wang Shubing Zhang Li Zhou MGen 172 5 0 08 Jul 2023
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-ArrangementInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Jingwei Zhao Gus Xia Ye Wang 119 5 0 02 Jun 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 165 2 0 31 Jan 2023
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music ModelingAAAI Conference on Artificial Intelligence (AAAI), 2022 Z. Guo J. Kang Dorien Herremans 116 23 0 02 Dec 2022
Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation Runbang Zhang Yixiao Zhang Kai Shao Ying Shan Gus Xia 111 6 0 10 Nov 2022
A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives Carlos Hernandez-Olivan Javier Hernandez-Olivan J. R. Beltrán MGen 235 9 0 25 Oct 2022
JukeDrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAEInternational Society for Music Information Retrieval Conference (ISMIR), 2022 Yueh-Kao Wu Ching-Yu Chiu Yi-Hsuan Yang ViT 198 19 0 12 Oct 2022
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music GenerationInternational Society for Music Information Retrieval Conference (ISMIR), 2022 Jingwei Zhao Gus Xia Ye Wang DRL 116 6 0 15 Sep 2022
Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised LearningInternational Society for Music Information Retrieval Conference (ISMIR), 2022 Seungyeon Rhyu Sarah Kim Kyogu Lee 147 12 0 31 Aug 2022
Multitrack Music TransformerIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Hao-Wen Dong Kai Chen Shlomo Dubnov Julian McAuley Taylor Berg-Kirkpatrick 200 50 0 14 Jul 2022
Flat Latent Manifolds for Human-machine Co-creation of Music Nutan Chen Djalel Benbouzid Francesco Ferroni Mathis Nitschke Luciano Pinna Patrick van der Smagt 202 1 0 23 Feb 2022
Audio-to-symbolic Arrangement via Cross-modal Music Representation LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Ziyu Wang D. Xu Gus Xia Ying Shan 207 7 0 30 Dec 2021
Generating Chord Progression from Melody with Flexible Harmonic Rhythm and Controllable Harmonic DensityEURASIP Journal on Audio, Speech, and Music Processing (EURASIP J. Audio Speech Music Process), 2021 Shangda Wu Yue Yang Zhaowen Wang Xiaobing Li Maosong Sun 189 9 0 21 Dec 2021
Video Background Music Generation with Controllable Music Transformer Shangzhe Di Jiang Sihan Liu Zhaokai Wang Leyan Zhu Zexin He Hongming Liu Shuicheng Yan 200 118 0 16 Nov 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 219 31 0 14 Sep 2021
Music Composition with Deep Learning: A Review Carlos Hernandez-Olivan J. R. Beltrán CoGe VLM 203 83 0 27 Aug 2021
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style TransferInternational Society for Music Information Retrieval Conference (ISMIR), 2021 Jingwei Zhao Gus Xia 100 31 0 25 Aug 2021
Symbolic Music Generation with Diffusion ModelsInternational Society for Music Information Retrieval Conference (ISMIR), 2021 Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 269 214 0 30 Mar 2021
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 249 140 0 13 Nov 2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia DRL 153 75 0 17 Aug 2020