{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:37:37Z","timestamp":1772908657678,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228274","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-7","source":"Crossref","is-referenced-by-count":2,"title":["Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation"],"prefix":"10.1109","author":[{"given":"Jincheng","family":"Zhang","sequence":"first","affiliation":[{"name":"Queen Mary University of London,Centre for Digital Music,London,UK"}]},{"given":"Gy\u00f6rgy","family":"Fazekas","sequence":"additional","affiliation":[{"name":"Queen Mary University of London,Centre for Digital Music,London,UK"}]},{"given":"Charalampos","family":"Saitis","sequence":"additional","affiliation":[{"name":"Queen Mary University of London,Centre for Digital Music,London,UK"}]}],"member":"263","reference":[{"key":"ref1","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","author":"Dhariwal","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.437"},{"key":"ref3","article-title":"Generating symbolic music using diffusion models","author":"Atassi","year":"2023"},{"key":"ref4","article-title":"Symbolic music generation with diffusion models","volume-title":"Proceedings of the 22nd International Society for Music Information Retrieval Conference","author":"Mittal"},{"key":"ref5","article-title":"Whole-song hierarchical generation of symbolic music using cascaded diffusion models","volume-title":"International Conference on Learning Representations","author":"Wang"},{"key":"ref6","article-title":"Symbolic music generation with non-differentiable rule guided diffusion","volume-title":"International Conference on Machine Learning","author":"Huang"},{"key":"ref7","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref8","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2024","journal-title":"COLM"},{"key":"ref9","article-title":"Music Sketch-Net: Controllable music generation via factorized representations of pitch and rhythm","volume-title":"Proceedings of the 21nd International Society for Music Information Retrieval Conference","author":"Chen"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-03789-4_22"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.364"},{"key":"ref12","article-title":"Simple and controllable music generation","author":"Copet","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","article-title":"Controllable music generation using learned and expert features","volume-title":"International Conference on Learning Representations","author":"von R\u00fctte"},{"key":"ref14","article-title":"A hierarchical latent vector model for learning long-term structure in music","volume-title":"Proceedings of the 35th International Conference on Machine Learning","author":"Roberts"},{"key":"ref15","article-title":"Polyffusion: A diffusion model for polyphonic score generation with internal and external controls","author":"Min","year":"2023","journal-title":"ISMIR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP58920.2024.10734713"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref18","article-title":"Classifier-free diffusion guidance","volume-title":"NeurIPS Workshop on Deep Generative Models and Downstream Applications","author":"Ho"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref20","article-title":"Gaussian error linear units (GELUs)","author":"Hendrycks","year":"2016"},{"key":"ref21","article-title":"WaveDH: Wavelet sub-bands guided convNet for efficient image dehazing","author":"Hwang","year":"2024"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00264"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20071-7_2"},{"key":"ref24","article-title":"Learning interpretable representation for controllable polyphonic music generation","volume-title":"Proceedings of the 21nd International Society for Music Information Retrieval Conference","author":"Wang"},{"key":"ref25","article-title":"Pop909: A pop-song dataset for music arrangement generation","volume-title":"Proceedings of the 21nd International Society for Music Information Retrieval Conference","author":"Wang"},{"key":"ref26","first-page":"1899","article-title":"Encoding musical style with transformer autoencoders","volume-title":"International Conference on Machine Learning","author":"Choi"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00983"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","location":"Rome, Italy","start":{"date-parts":[[2025,6,30]]},"end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228274.pdf?arnumber=11228274","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:54:38Z","timestamp":1763193278000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228274\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228274","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}