{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T23:01:16Z","timestamp":1768431676577,"version":"3.49.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"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":[[2024,9,30]]},"DOI":"10.1109\/is262782.2024.10704147","type":"proceedings-article","created":{"date-parts":[[2024,10,7]],"date-time":"2024-10-07T17:42:20Z","timestamp":1728322940000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Benchmarking Music Demixing Models for Deep Drum Source Separation"],"prefix":"10.1109","author":[{"given":"Alessandro Ilic","family":"Mezza","sequence":"first","affiliation":[{"name":"DEIB, Politecnico di Milano,Milan,Italy"}]},{"given":"Riccardo","family":"Giampiccolo","sequence":"additional","affiliation":[{"name":"DEIB, Politecnico di Milano,Milan,Italy"}]},{"given":"Alberto","family":"Bernardini","sequence":"additional","affiliation":[{"name":"DEIB, Politecnico di Milano,Milan,Italy"}]},{"given":"Augusto","family":"Sarti","sequence":"additional","affiliation":[{"name":"DEIB, Politecnico di Milano,Milan,Italy"}]}],"member":"263","reference":[{"key":"ref1","first-page":"187","article-title":"Real-time transcription and separation of drum recordings based on NMF decomposition","volume-title":"International Conference on Digital Audio Effects (DAFx-14)","author":"Dittmar"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10030284"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2024.04.026"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2830113"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3253602"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2872625"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordhb\/9780199928019.013.0037"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF59510.2023.10335236"},{"key":"ref9","article-title":"The need for causal, low-latency sound demixing and remixing to improve accessibility","author":"Dabike","year":"2023","journal-title":"SDX Workshop 2023"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448381"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF59510.2023.10335204"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2628440"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/09298215.2010.481361"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40050-6_21"},{"key":"ref15","first-page":"17","article-title":"Dual-channel drum separation for low-cost drum recording using nonnegative matrix factorization","volume-title":"2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","author":"Cai"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30110-3_63"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2567645"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.21105\/joss.02154"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096956"},{"key":"ref20","author":"Solovyev","year":"2023","journal-title":"Benchmarks and leaderboards for sound demixing tasks"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10446843"},{"key":"ref22","article-title":"BS-RoFormer: The SAMI-ByteDance music source separation system for Sound Demixing Challenge 2023","author":"Wang","year":"2023","journal-title":"SDX Workshop 2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.5334\/tismir.171"},{"key":"ref24","article-title":"StemGMD: A large-scale audio dataset of isolated drum stems for deep drums demixing","author":"Mezza","year":"2023","journal-title":"Zenodo"},{"key":"ref25","article-title":"StemGMD: A large-scale multi-kit audio dataset for deep drums demixing","author":"Mezza","year":"2023","journal-title":"SDX Workshop 2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/frsip.2021.808395"},{"key":"ref27","author":"Kim","year":"2021","journal-title":"KUIELab-MDX-Net: A two-stream neural network for music demixing"},{"key":"ref28","article-title":"Investigating U-Nets with various intermediate blocks for spectrogram-based singing voice separation","volume-title":"Proc. of the 21th International Society for Music Information Retrieval Conference","author":"Choi"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2555"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2023.3271145"},{"key":"ref31","article-title":"auraloss: Audio-focused loss functions in pytorch","volume-title":"Digital Music Research Network Workshop","author":"Steinmetz"},{"key":"ref32","author":"D\u00e9fossez","year":"2019","journal-title":"Music source separation in the waveform domain"},{"key":"ref33","author":"D\u00e9fossez","year":"2021","journal-title":"Hybrid spectrogram and waveform source separation"},{"key":"ref34","article-title":"Root mean square layer normalization","volume-title":"Proc. of the 33rd Conference on Neural Information Processing Systems","author":"Zhang"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.127063"},{"key":"ref36","article-title":"Learning to groove with inverse sequence transformations","volume-title":"International Conference on Machine Learning (ICML)","author":"Gillick"},{"key":"ref37","article-title":"Pedalboard","author":"Sobot","year":"2021","journal-title":"Zenodo"}],"event":{"name":"2024 IEEE 5th International Symposium on the Internet of Sounds (IS2)","location":"Erlangen, Germany","start":{"date-parts":[[2024,9,30]]},"end":{"date-parts":[[2024,10,2]]}},"container-title":["2024 IEEE 5th International Symposium on the Internet of Sounds (IS2)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10704037\/10704076\/10704147.pdf?arnumber=10704147","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T04:59:32Z","timestamp":1728363572000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10704147\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,30]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/is262782.2024.10704147","relation":{},"subject":[],"published":{"date-parts":[[2024,9,30]]}}}