{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:03:26Z","timestamp":1750309406126,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T00:00:00Z","timestamp":1726617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Science Foundation","award":["2006765","2238693"],"award-info":[{"award-number":["2006765","2238693"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,9,18]]},"DOI":"10.1145\/3678299.3678335","type":"proceedings-article","created":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T16:26:19Z","timestamp":1726071979000},"page":"355-361","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["ClaveNet: Generating Afro-Cuban Drum Patterns through Data Augmentation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-8450-0553","authenticated-orcid":false,"given":"Daniel","family":"Flores Garc\u00eda","sequence":"first","affiliation":[{"name":"Amherst College, US"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-7302-4203","authenticated-orcid":false,"given":"Hugo","family":"Flores Garc\u00eda","sequence":"additional","affiliation":[{"name":"Northwestern University, US"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2523-4420","authenticated-orcid":false,"given":"Matteo","family":"Riondato","sequence":"additional","affiliation":[{"name":"Amherst College, US"}]}],"member":"320","published-online":{"date-parts":[[2024,9,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11223795"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","unstructured":"Tosiron Adegbija. 2023. Jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research. In ICASSP 2023 - 2023 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP). 1\u20135. https:\/\/doi.org\/10.1109\/ICASSP49357.2023.10096620","DOI":"10.1109\/ICASSP49357.2023.10096620"},{"key":"e_1_3_2_1_3_1","unstructured":"Andrea Agostinelli Timo\u00a0I. Denk Zal\u00e1n Borsos Jesse Engel Mauro Verzetti Antoine Caillon Qingqing Huang Aren Jansen Adam Roberts Marco Tagliasacchi Matt Sharifi Neil Zeghidour and Christian Frank. 2023. MusicLM: Generating Music From Text. arxiv:2301.11325\u00a0[cs.SD]"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489166"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746549"},{"key":"e_1_3_2_1_6_1","volume-title":"Deep Learning Techniques for Music Generation - A Survey. CoRR abs\/1709.01620","author":"Briot Jean-Pierre","year":"2017","unstructured":"Jean-Pierre Briot, Ga\u00ebtan Hadjeres, and Fran\u00e7ois Pachet. 2017. Deep Learning Techniques for Music Generation - A Survey. CoRR abs\/1709.01620 (2017). arXiv:1709.01620http:\/\/arxiv.org\/abs\/1709.01620"},{"key":"e_1_3_2_1_7_1","volume-title":"Multidimensional similarity modelling of complex drum loops using the GrooveToolbox. ISMIR","author":"Bruford Fred","year":"2020","unstructured":"Fred Bruford, Olivier Lartillot, SKoT McDonald, and Mark Sandler. 2020. Multidimensional similarity modelling of complex drum loops using the GrooveToolbox. ISMIR (2020)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.1178490"},{"key":"e_1_3_2_1_9_1","volume-title":"Simple and Controllable Music Generation. In Thirty-seventh Conference on Neural Information Processing Systems.","author":"Copet Jade","year":"2023","unstructured":"Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, and Alexandre D\u00e9fossez. 2023. Simple and Controllable Music Generation. In Thirty-seventh Conference on Neural Information Processing Systems."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10446141"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/09298215.2020.1806887"},{"key":"e_1_3_2_1_12_1","volume-title":"Creativity in the era of artificial intelligence. CoRR abs\/2008.05959","author":"Esling Philippe","year":"2020","unstructured":"Philippe Esling and Ninon Devis. 2020. Creativity in the era of artificial intelligence. CoRR abs\/2008.05959 (2020). arXiv:2008.05959https:\/\/arxiv.org\/abs\/2008.05959"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.4813334"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordhb"},{"key":"e_1_3_2_1_15_1","unstructured":"Hugo\u00a0Flores Garcia Prem Seetharaman Rithesh Kumar and Bryan Pardo. 2023. VampNet: Music Generation via Masked Acoustic Token Modeling. ismir:2307.04686\u00a0[cs.SD]"},{"key":"e_1_3_2_1_16_1","volume-title":"MT3: Multi-task multitrack music transcription. arXiv preprint arXiv:2111.03017","author":"Gardner Josh","year":"2021","unstructured":"Josh Gardner, Ian Simon, Ethan Manilow, Curtis Hawthorne, and Jesse Engel. 2021. MT3: Multi-task multitrack music transcription. arXiv preprint arXiv:2111.03017 (2021)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.21428\/92fbeb44.06e2d5f4"},{"key":"e_1_3_2_1_18_1","volume-title":"Learning to Groove with Inverse Sequence Transformations. CoRR abs\/1905.06118","author":"Gillick Jon","year":"2019","unstructured":"Jon Gillick, Adam Roberts, Jesse\u00a0H. Engel, Douglas Eck, and David Bamman. 2019. Learning to Groove with Inverse Sequence Transformations. CoRR abs\/1905.06118 (2019). arXiv:1905.06118http:\/\/arxiv.org\/abs\/1905.06118"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.7088343"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2009.36"},{"key":"e_1_3_2_1_21_1","unstructured":"Herrera Mauricio. Accessed 2024. Latin Rhythms MIDI. https:\/\/www.toontrack.com\/product\/latin-rhythms-midi\/. Accessed on April 10 2024."},{"key":"e_1_3_2_1_22_1","volume-title":"An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation. CoRR abs\/1809.04281","author":"Huang Zhi\u00a0Anna","year":"2018","unstructured":"Cheng-Zhi\u00a0Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, Andrew\u00a0M. Dai, Matthew\u00a0D. Hoffman, and Douglas Eck. 2018. An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation. CoRR abs\/1809.04281 (2018). arXiv:1809.04281http:\/\/arxiv.org\/abs\/1809.04281"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Qiuqiang Kong Bochen Li Jitong Chen and Yuxuan Wang. 2022. GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music. arxiv:2010.07061\u00a0[cs.IR]","DOI":"10.5334\/tismir.80"},{"key":"e_1_3_2_1_24_1","unstructured":"Olivier Lartillot Tuomas Eerola Petri Toiviainen and Jose Fornari. 2008. Multi-Feature Modeling of Pulse Clarity: Design Validation and Optimization.. In ISMIR. 521\u2013526."},{"key":"e_1_3_2_1_25_1","volume-title":"Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation. CoRR abs\/2006.13331","author":"Liu Alisa","year":"2020","unstructured":"Alisa Liu, Alexander Fang, Ga\u00ebtan Hadjeres, Prem Seetharaman, and Bryan Pardo. 2020. Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation. CoRR abs\/2006.13331 (2020). arXiv:2006.13331https:\/\/arxiv.org\/abs\/2006.13331"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376739"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490099.3511159"},{"key":"e_1_3_2_1_28_1","volume-title":"Afro-Cuban Rhythms for Drumset","author":"Malabe Frank","unstructured":"Frank Malabe and Bob Weiner. 1983. Afro-Cuban Rhythms for Drumset (1st ed.). Manhattan Music.","edition":"1"},{"key":"e_1_3_2_1_29_1","volume-title":"Salsa Guidebook: For Piano and Ensemble","author":"Maule\u00f3n Rebeca","year":"1993","unstructured":"Rebeca Maule\u00f3n. 1993. Salsa Guidebook: For Piano and Ensemble (1st ed.). Sher Music Co.","edition":"1"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300268"},{"key":"e_1_3_2_1_31_1","unstructured":"Brian McFee Eric\u00a0J Humphrey and Juan\u00a0Pablo Bello. 2015. A software framework for musical data augmentation.. In ISMIR Vol.\u00a02015. Citeseer 248\u2013254."},{"key":"e_1_3_2_1_32_1","volume-title":"The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction. CoRR abs\/2010.00059","author":"McLeod Andrew","year":"2020","unstructured":"Andrew McLeod, James Owers, and Kazuyoshi Yoshii. 2020. The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction. CoRR abs\/2010.00059 (2020). arXiv:2010.00059https:\/\/arxiv.org\/abs\/2010.00059"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1177\/1029864916655596","article-title":"A model for rhythm and timbre similarity in electronic dance music","volume":"21","author":"Panteli Maria","year":"2017","unstructured":"Maria Panteli, Bruno Rocha, Niels Bogaards, and Aline Honingh. 2017. A model for rhythm and timbre similarity in electronic dance music. Musicae Scientiae 21, 3 (2017), 338\u2013361.","journal-title":"Musicae Scientiae"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_35_1","volume-title":"The Effectiveness of Data Augmentation in Image Classification using Deep Learning. CoRR abs\/1712.04621","author":"Perez Luis","year":"2017","unstructured":"Luis Perez and Jason Wang. 2017. The Effectiveness of Data Augmentation in Image Classification using Deep Learning. CoRR abs\/1712.04621 (2017). arXiv:1712.04621http:\/\/arxiv.org\/abs\/1712.04621"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","unstructured":"Victor Shepardson Jack Armitage and Thor Magnusson. 2022. Notochord: a Flexible Probabilistic Model for Embodied MIDI Performance. (2022). https:\/\/doi.org\/10.5281\/ZENODO.7088404","DOI":"10.5281\/ZENODO.7088404"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"e_1_3_2_1_38_1","volume-title":"Complexity driven recombination of midi loops. ISMIR","author":"Sioros Georgios","year":"2011","unstructured":"Georgios Sioros and Carlos Guedes. 2011. Complexity driven recombination of midi loops. ISMIR (2011)."},{"volume-title":"Cuba and its music: From the first drums to the mambo","author":"Sublette Ned","key":"e_1_3_2_1_39_1","unstructured":"Ned Sublette. 2007. Cuba and its music: From the first drums to the mambo. Chicago Review Press."},{"key":"e_1_3_2_1_40_1","volume-title":"Revisiting Unreasonable Effectiveness of Data in Deep Learning Era. CoRR abs\/1707.02968","author":"Sun Chen","year":"2017","unstructured":"Chen Sun, Abhinav Shrivastava, Saurabh Singh, and Abhinav Gupta. 2017. Revisiting Unreasonable Effectiveness of Data in Deep Learning Era. CoRR abs\/1707.02968 (2017). arXiv:1707.02968http:\/\/arxiv.org\/abs\/1707.02968"},{"key":"e_1_3_2_1_41_1","volume-title":"Anticipatory music transformer. arXiv preprint arXiv:2306.08620","author":"Thickstun John","year":"2023","unstructured":"John Thickstun, David Hall, Chris Donahue, and Percy Liang. 2023. Anticipatory music transformer. arXiv preprint arXiv:2306.08620 (2023)."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0094446"},{"key":"e_1_3_2_1_43_1","unstructured":"Li-Chia Yang Szu-Yu Chou and Yi-Hsuan Yang. 2017. MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation. arxiv:1703.10847\u00a0[cs.SD]"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3849-7"},{"key":"e_1_3_2_1_45_1","unstructured":"Sangeon Yong Changhyun Kim Jiwon Kim and S Telecom. 2019. Data augmentation and model optimization for piano transcription."}],"event":{"name":"AM '24: Audio Mostly 2024 - Explorations in Sonic Cultures","acronym":"AM '24","location":"Milan Italy"},"container-title":["Audio Mostly 2024 - Explorations in Sonic Cultures"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3678299.3678335","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:00Z","timestamp":1750294680000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3678299.3678335"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,18]]},"references-count":45,"alternative-id":["10.1145\/3678299.3678335","10.1145\/3678299"],"URL":"https:\/\/doi.org\/10.1145\/3678299.3678335","relation":{},"subject":[],"published":{"date-parts":[[2024,9,18]]},"assertion":[{"value":"2024-09-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}