{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T20:12:40Z","timestamp":1760472760523,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/ijcnn.2019.8852128","type":"proceedings-article","created":{"date-parts":[[2019,9,30]],"date-time":"2019-09-30T23:44:32Z","timestamp":1569887072000},"page":"1-8","source":"Crossref","is-referenced-by-count":16,"title":["Music Classification using an Improved CRNN with Multi-Directional Spatial Dependencies in Both Time and Frequency Dimensions"],"prefix":"10.1109","author":[{"given":"Zhen","family":"Wang","sequence":"first","affiliation":[]},{"given":"Suresh","family":"Muknahallipatna","sequence":"additional","affiliation":[]},{"given":"Maohong","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Austin","family":"Okray","sequence":"additional","affiliation":[]},{"given":"Chao","family":"Lan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Automatic tagging using deep convo-lutional neural networks","author":"choi","year":"0","journal-title":"CoRR 2016"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854950"},{"key":"ref12","article-title":"Sample-level deep convolutional neural networks for music auto-tagging using raw waveforms","author":"lee","year":"0","journal-title":"CoRR 2017"},{"key":"ref13","article-title":"Grid long short-term memory","author":"kalchbrenner","year":"0","journal-title":"CoRR 2015"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081710"},{"key":"ref15","article-title":"Brains on beats","author":"gl","year":"0","journal-title":"NIPS 2016"},{"key":"ref16","article-title":"Transfer learning for music classification and regression tasks","author":"choi","year":"0","journal-title":"CoRR 2017"},{"key":"ref17","article-title":"Fma: a dataset for music analysis","author":"defferrard","year":"0","journal-title":"CoRR 2016"},{"key":"ref18","article-title":"The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use","author":"sturm","year":"0","journal-title":"CoRR 2013"},{"key":"ref19","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2017.2690575"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2017.2713830"},{"key":"ref3","article-title":"Audio spectrogram representations for processing with convo-lutional neural networks","author":"wyse","year":"0","journal-title":"CoRR 2017"},{"key":"ref6","first-page":"201","article-title":"Transfer learning in neural networks: an experience report","author":"shtern","year":"0","journal-title":"CASCON 2017"},{"key":"ref5","article-title":"Con-volutional recurrent neural networks: Learning spatial dependencies for image representation","author":"zuo","year":"0","journal-title":"CVPR 2015 Workshops"},{"key":"ref8","article-title":"Evaluation of Algorithms Using Games: The Case of Music Tagging","author":"law","year":"0","journal-title":"ISMIR 2009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3191823"},{"key":"ref2","article-title":"Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio","author":"hamel","year":"0","journal-title":"ISMIR 2009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952585"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2008.916370"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.222"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2533858"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-7b98e3ed-003"},{"key":"ref24","first-page":"1096","article-title":"Unsupervised feature learning for audio classification using convolutional deep belief networks","author":"lee","year":"0","journal-title":"Advances in Neural Information Processing Systems 2009"},{"key":"ref23","first-page":"339","article-title":"Learning Features from Music Audio with Deep Belief Networks","volume":"10","author":"hamel","year":"0","journal-title":"ISMIR 2010"},{"key":"ref26","article-title":"Deep content-based music recommendation","author":"van den oord","year":"2013","journal-title":"NIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854953"}],"event":{"name":"2019 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2019,7,14]]},"location":"Budapest, Hungary","end":{"date-parts":[[2019,7,19]]}},"container-title":["2019 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8840768\/8851681\/08852128.pdf?arnumber=8852128","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T17:54:36Z","timestamp":1658080476000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8852128\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2019.8852128","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}