MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer

20 September 2018

Roger Wattenhofer

Papers citing "MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer"

50 / 58 papers shown

Title
A Survey on Cross-Modal Interaction Between Music and Multimodal Data Sifei Li Mining Tan Feier Shen Minyan Luo Zijiao Yin Fan Tang W. Dong Changsheng Xu 57 0 0 17 Apr 2025
The GigaMIDI Dataset with Features for Expressive Music Performance Detection Keon Ju M. Lee J. Ens Sara Adkins Pedro Sarmento M. Barthet Philippe Pasquier 39 0 0 24 Feb 2025
A Training-Free Approach for Music Style Transfer with Latent Diffusion Models Sooyoung Kim Joonwoo Kwon Heehwan Wang Shinjae Yoo Yuewei Lin Jiook Cha DiffM 78 1 0 24 Nov 2024
Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation Joonwoo Kwon Heehwan Wang Jinwoo Lee Sooyoung Kim Shinjae Yoo Yuewei Lin Jiook Cha 63 0 0 24 Nov 2024
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence Fuming You Minghui Fang Li Tang Rongjie Huang Yongqi Wang Zhou Zhao 18 2 0 04 Nov 2024
Applications and Advances of Artificial Intelligence in Music Generation:A Review Yanxu Chen Linshu Huang Tian Gou MGen 29 2 0 03 Sep 2024
BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features Jing Luo Xinyu Yang Dorien Herremans 26 3 0 15 Jul 2024
Music Style Transfer With Diffusion Model Hong Huang Yuyi Wang Luyao Li Jun Lin DiffM 22 0 0 23 Apr 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 32 9 0 27 Feb 2024
A Survey of Music Generation in the Context of Interaction Ismael Agchar Ilja Baumann Franziska Braun Paula Andrea Pérez-Toro K. Riedhammer Sebastian Trump Martin Ullrich MGen 27 0 0 23 Feb 2024
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 41 9 0 22 Feb 2024
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion Yujia Huang Adishree S. Ghatare Yuanzhe Liu Ziniu Hu Qinsheng Zhang Chandramouli Shama Sastry Siddharth Gururani Sageev Oore Yisong Yue DiffM 48 21 0 22 Feb 2024
Music Style Transfer with Time-Varying Inversion of Diffusion Models Sifei Li Yuxin Zhang Fan Tang Chongyang Ma Weiming Dong Changsheng Xu DiffM 32 11 0 21 Feb 2024
An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music Recommendation Xin Jin Wu Zhou Jinyu Wang Duo Xu Yongsen Zheng 25 1 0 13 Feb 2024
A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music Zeyu Xiong Weitao Wang Jing Yu Yue Lin Ziyan Wang MGen 23 6 0 26 Aug 2023
Graph-based Polyphonic Multitrack Music Generation Emanuele Cosenza Andrea Valenti D. Bacciu 21 4 0 27 Jul 2023
Long-Term Rhythmic Video Soundtracker Jiashuo Yu Yaohui Wang Xinyuan Chen Xiao Sun Yu Qiao DiffM 59 14 0 02 May 2023
An Order-Complexity Model for Aesthetic Quality Assessment of Homophony Music Performance Xin Jin Wu Zhou Jinyu Wang Duo Xu Yiqing Rong Jialin Sun 14 1 0 23 Apr 2023
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training K. Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won Ju-Chiang Wang Yun-Ning Hung Dorien Herremans 13 6 0 01 Feb 2023
A Review of Intelligent Music Generation Systems Lei Wang Ziyi Zhao Han Liu Junwei Pang Yi-qiang Qin Qidi Wu MGen 21 31 0 16 Nov 2022
A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives Carlos Hernandez-Olivan Javier Hernandez-Olivan J. R. Beltrán MGen 32 6 0 25 Oct 2022
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications K. Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won Amy Hung Ju-Chiang Wang Dorien Herremans 11 6 0 22 Jun 2022
Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio Yin-Jyun Luo Sebastian Ewert S. Dixon CoGe 14 12 0 12 May 2022
Learning long-term music representations via hierarchical contextual constraints Shiqing Wei Gus Xia 6 9 0 13 Feb 2022
FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control Dimitri von Rutte Luca Biggio Yannic Kilcher Thomas Hofmann 25 0 0 26 Jan 2022
Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer Zhejing Hu Yan Liu Gong Chen Yongxu Liu MGen 11 5 0 21 Jan 2022
InverseMV: Composing Piano Scores with a Convolutional Video-Music Transformer Chin-Tung Lin Mu Yang ViT 25 1 0 31 Dec 2021
EmotionBox: a music-element-driven emotional music generation system using Recurrent Neural Network Kaitong Zheng R. Meng C. Zheng Xiaodong Li Jinqiu Sang JuanJuan Cai Jie Wang MGen 9 2 0 16 Dec 2021
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity Sebastian Ribecky J. Abeßer Hanna M. Lukashevich 6 0 0 02 Nov 2021
Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes Karn N. Watcharasupat Alexander Lerch 16 2 0 11 Oct 2021
Music Composition with Deep Learning: A Review Carlos Hernandez-Olivan J. R. Beltrán CoGe VLM 20 66 0 27 Aug 2021
Is Disentanglement enough? On Latent Representations for Controllable Music Generation Ashis Pati Alexander Lerch CoGe DRL 17 16 0 01 Aug 2021
SurpriseNet: Melody Harmonization Conditioning on User-controlled Surprise Contours Yi-Wei Chen Hung-Shin Lee Yen-Hsing Chen Hsin-Min Wang 9 17 0 01 Aug 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE Shih-Lun Wu Yi-Hsuan Yang ViT 17 53 0 10 May 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 53 27 0 27 Apr 2021
Audio Content Analysis Alexander Lerch 10 0 0 01 Jan 2021
Vertical-Horizontal Structured Attention for Generating Music with Chords Yizhou Zhao Liang Qiu Wensi Ai Feng Shi Song-Chun Zhu MGen 16 2 0 18 Nov 2020
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 13 124 0 13 Nov 2020
Medley2K: A Dataset of Medley Transitions Lukas Faber Sandro Luck Damian Pascual Andreas Roth Gino Brunner Roger Wattenhofer MedIm 16 0 0 25 Aug 2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia DRL 9 63 0 17 Aug 2020
dMelodies: A Music Dataset for Disentanglement Learning Ashis Pati Siddharth Gururani Alexander Lerch CoGe DRL 11 10 0 29 Jul 2020
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling Hao Hao Tan Dorien Herremans MGen 9 72 0 29 Jul 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 8 722 0 30 Apr 2020
Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders Ashis Pati Alexander Lerch DRL 11 3 0 11 Apr 2020
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders Andrea Valenti Antonio Carta D. Bacciu GAN 13 12 0 15 Jan 2020
MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generation X. Liang Junmin Wu Jing Cao MGen 86 16 0 08 Sep 2019
Learning to Traverse Latent Spaces for Musical Score Inpainting Ashis Pati Alexander Lerch Gaëtan Hadjeres 12 54 0 02 Jul 2019
Classical Music Prediction and Composition by means of Variational Autoencoders Daniel Rivero Enrique Fernández-Blanco A. Pazos DRL 19 6 0 21 Jun 2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders Yin-Jyun Luo Kat R. Agres Dorien Herremans 14 46 0 19 Jun 2019
Deep Music Analogy Via Latent Representation Disentanglement Ruihan Yang Dingsu Wang Ziyu Wang Tianyao Chen Junyan Jiang Gus Xia CoGe DRL 15 69 0 09 Jun 2019