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Deep Music Analogy Via Latent Representation Disentanglement

International Society for Music Information Retrieval Conference (ISMIR), 2019

9 June 2019

Gus Xia

Papers citing "Deep Music Analogy Via Latent Representation Disentanglement"

39 / 39 papers shown

Title
Disentangling Score Content and Performance Style for Joint Piano Rendering and Transcription Wei Zeng Junchuan Zhao Ye Wang 72 0 0 28 Sep 2025
Automatic Melody Reduction via Shortest Path Finding Ziyu Wang Yuxuan Wu Roger B. Dannenberg Gus Xia 74 0 0 03 Aug 2025
Expressive Music Data Processing and Generation Jingwei Liu 197 0 0 14 Mar 2025
M2M-Gen: A Multimodal Framework for Automated Background Music Generation in Japanese Manga Using Large Language Models Megha Sharma Muhammad Taimoor Haseeb Gus Xia Yoshimasa Tsuruoka 136 2 0 13 Oct 2024
Generating High-quality Symbolic Music Using Fine-grained DiscriminatorsInternational Conference on Pattern Recognition (ICPR), 2024 Zhedong Zhang Liang-Sheng Li Jiehua Zhang Zhenghui Hu Hongkui Wang Chenggang Yan Jian Yang Yuankai Qi 170 4 0 03 Aug 2024
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Ziyu Wang Lejun Min Gus Xia DiffM 158 20 0 16 May 2024
MuPT: A Generative Symbolic Music Pretrained TransformerInternational Conference on Learning Representations (ICLR), 2024 Xingwei Qu Yuelin Bai Yi Ma Ziya Zhou Ka Man Lo ... Xu Tan Stephen W. Huang Lei Ma Jie Fu Ge Zhang 185 22 0 09 Apr 2024
MusER: Musical Element-Based Regularization for Generating Symbolic Music with EmotionAAAI Conference on Artificial Intelligence (AAAI), 2023 Shulei Ji Xinyu Yang 326 8 0 16 Dec 2023
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
Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing Yixiao Zhang Akira Maezawa Gus Xia Kazuhiko Yamamoto Simon Dixon 129 21 0 19 Oct 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 36 0 10 Aug 2023
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors Anastasia Natsiou Luca Longo Seán O'Leary 223 1 0 18 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 168 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 114 5 0 02 Jun 2023
Modeling the Rhythm from Lyrics for Melody Generation of Pop Song Daiyu Zhang Ju-Chiang Wang Katerina Kosta Jordan B. L. Smith Shicen Zhou 140 5 0 03 Jan 2023
Retrieval Based Time Series Forecasting Baoyu Jing Si Zhang Yada Zhu B. Peng K. Guan A. Margenot Hanghang Tong AI4TS 193 16 0 27 Sep 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
Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree SearchArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2022 Lucas N. Ferreira Lili Mou Jim Whitehead Levi H. S. Lelis 134 21 0 10 Aug 2022
Symbolic music generation conditioned on continuous-valued emotionsIEEE Access (IEEE Access), 2022 Serkan Sulun M. Davies Paula Viana MGen 166 37 0 30 Mar 2022
An Efficient Subpopulation-based Membership Inference Attack Shahbaz Rezaei Xin Liu MIACV 119 7 0 04 Mar 2022
Learning long-term music representations via hierarchical contextual constraintsInternational Society for Music Information Retrieval Conference (ISMIR), 2022 Shiqing Wei Gus Xia 123 9 0 13 Feb 2022
Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music TransferIEEE transactions on multimedia (IEEE TMM), 2022 Zhejing Hu Yan Liu Gong Chen Yongxu Liu MGen 152 9 0 21 Jan 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
Smoothness and effective regularizations in learned embeddings for shape matching R. Marin Souhaib Attaiki Simone Melzi Emanuele Rodolà M. Ovsjanikov 130 2 0 14 Dec 2021
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity Sebastian Ribecky J. Abeßer Hanna M. Lukashevich 95 0 0 02 Nov 2021
Controllable deep melody generation via hierarchical music structure representation Shuqi Dai Zeyu Jin Celso Gomes Roger B. Dannenberg MGen 135 59 0 02 Sep 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
Is Disentanglement enough? On Latent Representations for Controllable Music Generation Ashis Pati Alexander Lerch CoGe DRL 137 16 0 01 Aug 2021
Personalized Popular Music Generation Using Imitation and Structure Shuqi Dai Xichu Ma Ye Wang Roger B. Dannenberg MGen 148 25 0 10 May 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
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music Ziyu Wang Yiyi Zhang Yixiao Zhang Junyan Jiang Ruihan Yang Jiaqi Zhao Gus Xia 227 60 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 145 55 0 04 Aug 2020
dMelodies: A Music Dataset for Disentanglement LearningInternational Society for Music Information Retrieval Conference (ISMIR), 2020 Ashis Pati Siddharth Gururani Alexander Lerch CoGe DRL 114 11 0 29 Jul 2020
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature ModellingInternational Society for Music Information Retrieval Conference (ISMIR), 2020 Hao Hao Tan Dorien Herremans MGen 137 80 0 29 Jul 2020
Word Representation for Rhythms Tongyu Lu Lucheng Yan Gus Xia 150 0 0 21 Jul 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 179 85 0 07 Apr 2020
Continuous Melody Generation via Disentangled Short-Term Representations and Structural ConditionsInternational Computer Science Conference (ICSC), 2020 Kai Chen Gus Xia Shlomo Dubnov MGen 103 19 0 05 Feb 2020