{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:23:54Z","timestamp":1776885834247,"version":"3.51.2"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Union","doi-asserted-by":"publisher","award":["101052978"],"award-info":[{"award-number":["101052978"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100020950","name":"National Science and Technology Council","doi-asserted-by":"publisher","award":["112-2222-E-002-005-MY2"],"award-info":[{"award-number":["112-2222-E-002-005-MY2"]}],"id":[{"id":"10.13039\/501100020950","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001659","name":"German Research Foundation","doi-asserted-by":"publisher","award":["500643750"],"award-info":[{"award-number":["500643750"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/msp.2024.3415569","type":"journal-article","created":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T19:47:33Z","timestamp":1735760853000},"page":"51-59","source":"Crossref","is-referenced-by-count":10,"title":["Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency"],"prefix":"10.1109","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4960-0010","authenticated-orcid":false,"given":"Ga\u00ebl","family":"Richard","sequence":"first","affiliation":[{"name":"Télécom Paris, Palaiseau, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0580-1651","authenticated-orcid":false,"given":"Vincent","family":"Lostanlen","sequence":"additional","affiliation":[{"name":"Centre National de la Recherche Scientifique, Nantes, France"}]},{"given":"Yi-Hsuan","family":"Yang","sequence":"additional","affiliation":[{"name":"National Taiwan University, Taipei, Taiwan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6062-7524","authenticated-orcid":false,"given":"Meinard","family":"M\u00fcller","sequence":"additional","affiliation":[{"name":"International Audio Laboratories Erlangen, Erlangen, Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2023.3247480"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/jstsp.2011.2112333"},{"key":"ref3","first-page":"63","article-title":"Deep salience representations for F0 tracking in polyphonic music","volume-title":"Proc. Int. Soc. Music Inf. Retrieval Conf. (ISMIR)","author":"Bittner","year":"2017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-74478-6_10"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2016.2623565"},{"key":"ref6","first-page":"193","article-title":"JukeDrummer: Conditional beat-aware audio-domain drum accompaniment generation via Transformer VQ-VAE","volume-title":"Proc. Int. Soc. Music Inf. Retrieval Conf. (ISMIR)","author":"Wu","year":"2022"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/lsp.2023.3333205"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9052944"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/msp.2018.2876190"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1201\/9781003143376-15"},{"key":"ref11","article-title":"DDSP: Differentiable digital signal processing","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Engel","year":"2020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/frsip.2023.1284100"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2023.3252272"},{"key":"ref14","article-title":"Interpretable convolutional filters with SincNet","author":"Ravanelli","year":"2018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/jstsp.2020.3034486"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/cbmi.2016.7500246"},{"key":"ref17","first-page":"47","article-title":"Musical tempo and key estimation using convolutional neural networks with directional filters","volume-title":"Proc. Sound Music Comput. Conf. (SMC)","author":"Schreiber","year":"2019"},{"key":"ref18","first-page":"232","article-title":"Differentiable piano model for MIDI-to-audio performance synthesis","volume-title":"Proc. 25th Int. Conf. Digit. Audio Effects (DAFx20in22)","author":"Renault","year":"2022"},{"key":"ref19","article-title":"Virtual analog modeling of distortion circuits using neural ordinary differential equations","author":"Wilczek","year":"2022"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2021.3091817"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25635"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2020.3019642"},{"key":"ref23","article-title":"DrumGAN: Synthesis of drum sounds with timbral feature conditioning using generative adversarial networks","volume-title":"Proc. 21st Int. Soc. Music Inf. Retrieval Conf. (ISMIR)","author":"Nistal","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/icassp39728.2021.9415103"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10447244"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2024.3393738"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-020-00187-z"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.17743\/jaes.2022.0103"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413671"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-12976-1_18"},{"key":"ref31","article-title":"Tuning recurrent neural networks with reinforcement learning","volume-title":"Proc. Workshop Int. Conf. Learn. Representations","author":"Jaques","year":"2017"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3161851"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316161678"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/79\/10819667\/10819669.pdf?arnumber=10819669","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T09:44:53Z","timestamp":1736588693000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10819669\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":33,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msp.2024.3415569","relation":{},"ISSN":["1053-5888","1558-0792"],"issn-type":[{"value":"1053-5888","type":"print"},{"value":"1558-0792","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}