Symbolic Music Generation with Diffusion Models

30 March 2021

Papers citing "Symbolic Music Generation with Diffusion Models"

47 / 47 papers shown

Title
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 48 0 0 06 May 2025
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation Jincheng Zhang Gyorgy Fazekas C. Saitis 50 0 0 06 May 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 70 1 0 01 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
DGFM: Full Body Dance Generation Driven by Music Foundation Models Xinran Liu Zhenhua Feng Diptesh Kanojia Wenwu Wang DiffM 64 1 0 27 Feb 2025
Exploring the Needs of Practising Musicians in Co-Creative AI Through Co-Design Stephen James Krol Maria Teresa Llano Rodriguez Miguel Loor Paredes 62 0 0 13 Feb 2025
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 75 0 0 29 Nov 2024
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model Zongjian Li Bin Lin Yang Ye Liuhan Chen Xinhua Cheng Shenghai Yuan Li-xin Yuan VGen DiffM 107 16 0 26 Nov 2024
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 35 2 0 17 Jun 2024
VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling Zeyue Tian Zhaoyang Liu Ruibin Yuan Jiahao Pan Xiaoqiang Huang Xu Tan Xu Tan Qifeng Chen Y. Guo VGen 100 16 0 06 Jun 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 34 0 0 21 May 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 39 3 0 20 Apr 2024
CasSR: Activating Image Power for Real-World Image Super-Resolution Haolan Chen Jinhua Hao Kai Zhao Kun Yuan Ming-hui Sun Chao Zhou Wei Hu 26 4 0 18 Mar 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 23 0 0 15 Feb 2024
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models Jincheng Zhang Jingjing Tang C. Saitis Gyorgy Fazekas DiffM 30 3 0 21 Oct 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 29 2 0 03 Sep 2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech Xin Jing Yi Chang Zijiang Yang Jiang-jian Xie Andreas Triantafyllopoulos Bjoern W. Schuller 26 10 0 22 May 2023
GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv Xuejiao Tan Peiling Lu Wei Ye Shikun Zhang Jiang Bian Rui Yan DiffM 17 13 0 18 May 2023
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models Konstantina Nikolaidou George Retsinas Vincent Christlein Mathias Seuret Giorgos Sfikas Elisa Barney Smith Hamam Mokayed Marcus Liwicki DiffM 16 16 0 29 Mar 2023
A General Framework for Learning Procedural Audio Models of Environmental Sounds Danzel Serrano M. Cartwright DiffM DRL 19 1 0 04 Mar 2023
Synthesizing Mixed-type Electronic Health Records using Diffusion Models T. Ceritli Ghadeer O. Ghosheh V. Chauhan T. Zhu Andrew P. Creagh David A. Clifton MedIm DiffM 33 19 0 28 Feb 2023
Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions Raghav Singhal Mark Goldstein Rajesh Ranganath DiffM 22 21 0 14 Feb 2023
Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling Martin E. Malandro 27 6 0 29 Jan 2023
Byte Pair Encoding for Symbolic Music Nathan Fradet Nicolas Gutowski F. Chhel Jean-Pierre Briot 27 15 0 27 Jan 2023
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion Ching-Yi Cheng Forrest Huang Gang Li Yang Li DiffM 19 29 0 27 Jan 2023
Regular Time-series Generation using SGM Haksoo Lim Minjung Kim Sewon Park Noseong Park DiffM TTA AI4TS 25 23 0 20 Jan 2023
Rock Guitar Tablature Generation via Natural Language Processing Josue Casco-Rodriguez 18 1 0 12 Jan 2023
Denoising Diffusion for Sampling SAT Solutions Kārlis Freivalds Sergejs Kozlovics 13 2 0 30 Nov 2022
Post-training Quantization on Diffusion Models Yuzhang Shang Zhihang Yuan Bin Xie Bingzhe Wu Yan Yan DiffM MQ 15 157 0 28 Nov 2022
NVDiff: Graph Generation through the Diffusion of Node Vectors Xiaohui Chen Yukun Li Aonan Zhang Liping Liu DiffM 15 21 0 19 Nov 2022
Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models Moseli Motsóehli Anna Sergeevna Bosman J. D. Villiers AAML GAN MGen 11 0 0 01 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
Representation Learning with Diffusion Models Jeremias Traub DiffM 22 8 0 20 Oct 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 33 842 0 07 Sep 2022
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model Sangjun Han H. Ihm DaeHan Ahn Woohyung Lim DiffM 8 2 0 05 Sep 2022
A Continuous Time Framework for Discrete Denoising Models Andrew Campbell Joe Benton Valentin De Bortoli Tom Rainforth George Deligiannidis Arnaud Doucet DiffM 183 134 0 30 May 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 773 0 27 May 2022
Diffusion bridges vector quantized Variational AutoEncoders Max H. Cohen Guillaume Quispe Sylvain Le Corff Charles Ollion Eric Moulines DiffM 16 13 0 10 Feb 2022
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations Jaehyeong Jo Seul Lee Sung Ju Hwang DiffM 22 210 0 05 Feb 2022
DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs Songxiang Liu Dan Su Dong Yu DiffM 68 65 0 28 Jan 2022
Quasi-Taylor Samplers for Diffusion Generative Models based on Ideal Derivatives Hideyuki Tachibana Mocho Go Muneyoshi Inahara Yotaro Katayama Yotaro Watanabe DiffM 16 3 0 26 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 129 14,615 0 20 Dec 2021
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation Y. Tashiro Jiaming Song Yang Song Stefano Ermon BDL DiffM 11 513 0 07 Jul 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 19 118 0 12 Jun 2021
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 11 657 0 10 Jun 2021
Diffusion-Based Representation Learning K. Abstreiter Sarthak Mittal Stefan Bauer Bernhard Schölkopf Arash Mehrjou DiffM 26 56 0 29 May 2021
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 83 373 0 14 Jan 2020