{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T23:40:04Z","timestamp":1715643604509},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2013,7,5]],"date-time":"2013-07-05T00:00:00Z","timestamp":1372982400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J AUDIO SPEECH MUSIC PROC."],"published-print":{"date-parts":[[2013,12]]},"DOI":"10.1186\/1687-4722-2013-18","type":"journal-article","created":{"date-parts":[[2013,7,5]],"date-time":"2013-07-05T16:22:40Z","timestamp":1373041360000},"source":"Crossref","is-referenced-by-count":12,"title":["Bayesian group sparse learning for music source separation"],"prefix":"10.1186","volume":"2013","author":[{"given":"Jen-Tzung","family":"Chien","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hsin-Lung","family":"Hsieh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,7,5]]},"reference":[{"key":"84_CR1","first-page":"621","volume-title":"Proceedings of International Conference on Acoustic, Speech and Signal Processing (ICASSP)","author":"A Cichocki","year":"2006","unstructured":"Cichocki A, Zdunek R, Amari S: New algorithms for non-negative matrix factorization in applications to blind source separation. In Proceedings of International Conference on Acoustic, Speech and Signal Processing (ICASSP). Piscataway: IEEE,; 2006:621-624."},{"key":"84_CR2","first-page":"1457","volume":"5","author":"PO Hoyer","year":"2004","unstructured":"Hoyer PO: Non-negative matrix factorization with sparseness constraints. J. Mach. Lear. Res 2004, 5: 1457-1469.","journal-title":"J. Mach. Lear. Res"},{"issue":"1","key":"84_CR3","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1109\/TASL.2011.2160854","volume":"20","author":"J-T Chien","year":"2012","unstructured":"Chien J-T, Hsieh H-L: Convex divergence ICA for blind source separation. IEEE Trans. Audio, Speech, Language Process 2012, 20(1):290-301.","journal-title":"IEEE Trans. Audio, Speech, Language Process"},{"key":"84_CR4","doi-asserted-by":"publisher","first-page":"780","DOI":"10.1162\/neco.2007.19.3.780","volume":"19","author":"R Kompass","year":"2007","unstructured":"Kompass R: A generalized divergence measure for nonnegative matrix factorization. Neural Comput 2007, 19: 780-791. 10.1162\/neco.2007.19.3.780","journal-title":"Neural Comput"},{"issue":"1","key":"84_CR5","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/LSP.2009.2027163","volume":"17","author":"H Lee","year":"2010","unstructured":"Lee H, Yoo J, Choi S: Semi-supervised nonnegative matrix factorization. IEEE Signal Process. Lett 2010, 17(1):4-7.","journal-title":"IEEE Signal Process. Lett"},{"issue":"3","key":"84_CR6","doi-asserted-by":"publisher","first-page":"534","DOI":"10.1109\/TNN.2003.810616","volume":"14","author":"MD Plumbley","year":"2003","unstructured":"Plumbley MD: Algorithms for nonnegative independent component analysis. IEEE Trans. Neural Netw 2003, 14(3):534-543. 10.1109\/TNN.2003.810616","journal-title":"IEEE Trans. Neural Netw"},{"key":"84_CR7","volume-title":"Pattern Recognition and Machine Learning","author":"CM Bishop","year":"2006","unstructured":"Bishop CM: Pattern Recognition and Machine Learning. New York: Springer Science; 2006."},{"issue":"1","key":"84_CR8","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/TASL.2011.2129911","volume":"20","author":"G Saon","year":"2012","unstructured":"Saon G, Chien J-T: Bayesian sensing hidden Markov models. IEEE Trans. Audio, Speech Language, Process 2012, 20(1):43-54.","journal-title":"IEEE Trans. Audio, Speech Language, Process"},{"key":"84_CR9","first-page":"211","volume":"1","author":"ME Tipping","year":"2001","unstructured":"Tipping ME: Sparse Bayesian learning and the relevance vector machine. J Mach. Learn. Res 2001, 1: 211-244.","journal-title":"J Mach. Learn. Res"},{"issue":"1","key":"84_CR10","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/TIP.2009.2032894","volume":"19","author":"SD Babacan","year":"2010","unstructured":"Babacan SD, Molina R, Katsaggelos AK: Bayesian compressive sensing using Laplace priors. IEEE Trans. Image Process 2010, 19(1):53-63.","journal-title":"IEEE Trans. Image Process"},{"key":"84_CR11","first-page":"320","volume-title":"Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)","author":"H Lee","year":"2009","unstructured":"Lee H, Choi S: Group nonnegative matrix factorization for EEG classification. In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS). JMLR; 2009:320-327."},{"key":"84_CR12","first-page":"21","volume-title":"Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP)","author":"A Lefevre","year":"2011","unstructured":"Lefevre A, Bach F, Fevotte C, Itakura-Saito: Nonnegative matrix factorization with group sparsity. In Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP). Prague Congress Center; 22\u201327 May 2011:21-24."},{"key":"84_CR13","first-page":"2006","volume-title":"Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP)","author":"M Kim","year":"2010","unstructured":"Kim M, Yoo J, Kang K, Choi S: Blind rhythmic source separation: nonnegativity and repeatability. In Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP). Piscataway: IEEE,; 2010:2006-2009."},{"key":"84_CR14","unstructured":"AT: Bayesian inference for nonnegative matrix factorization models. University of Cambridge, Technical Report CUED\/F-INFENG\/TR.609, 2008"},{"issue":"11","key":"84_CR15","doi-asserted-by":"publisher","first-page":"4133","DOI":"10.1109\/TSP.2006.880310","volume":"54","author":"S Moussaoui","year":"2006","unstructured":"Moussaoui S, Brie D: Mohammad-A Djafari, C Carteret, Separation of non-negative mixture of non-negative sources using a Bayesian approach and MCMC sampling. IEEE Trans. Signal Process 2006, 54(11):4133-4145.","journal-title":"IEEE Trans. Signal Process"},{"key":"84_CR16","first-page":"540","volume-title":"Proceedings of the International Conference on Independent Component Analysis and Signal Separation, Paraty, March 2009. Lecture Notes in Computer Science","author":"MN Schmidt","year":"2009","unstructured":"Schmidt MN, Winther O, Hansen LK: Bayesian non-negative matrix factorization. In Proceedings of the International Conference on Independent Component Analysis and Signal Separation, Paraty, March 2009. Lecture Notes in Computer Science. Heidelberg: Springer,; 2009:540-547."},{"issue":"6","key":"84_CR17","doi-asserted-by":"publisher","first-page":"2174","DOI":"10.1109\/TSA.2005.858523","volume":"14","author":"C Fevotte","year":"2006","unstructured":"Fevotte C, Godsill SJ: A Bayesian approach for blind separation of sparse sources. IEEE Trans. Audio, Speech, Language Process 2006, 14(6):2174-2188.","journal-title":"IEEE Trans. Audio, Speech, Language Process"},{"issue":"4","key":"84_CR18","doi-asserted-by":"publisher","first-page":"766","DOI":"10.1109\/TASL.2008.919073","volume":"16","author":"Z Duan","year":"2008","unstructured":"Duan Z, Zhang Y, Zhang C, Shi Z: Unsupervised single-channel music source separation by average harmonic structure modeling. IEEE Trans. on Audio, Speech, Language Process 2008, 16(4):766-778.","journal-title":"IEEE Trans. on Audio, Speech, Language Process"},{"key":"84_CR19","first-page":"2614","volume-title":"Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH)","author":"MN Schmidt","year":"2006","unstructured":"Schmidt MN, Olsson RK: Single-channel speech separation using sparse non-negative matrix factorization. In Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH). Pittsburgh; 17\u201321 September 2006:2614-2617."},{"key":"84_CR20","first-page":"1552","volume-title":"Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH)","author":"J-T Chien","year":"2012","unstructured":"Chien J-T, Hsieh H-L: Bayesian group sparse learning for nonnegative matrix factorization. In Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH). Portland; 9\u201313 September 2012:1552-1555."},{"key":"84_CR21","first-page":"1942","volume-title":"Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP)","author":"J Yoo","year":"2010","unstructured":"Yoo J, Kim M, Kang K, Choi S: Nonnegative matrix partial co-factorization for drum source separation. In Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP). Piscataway: IEEE,; 2010:1942-1945."},{"issue":"6","key":"84_CR22","doi-asserted-by":"publisher","first-page":"1192","DOI":"10.1109\/JSTSP.2011.2158803","volume":"5","author":"M Kim","year":"2011","unstructured":"Kim M, Yoo J, Kang K, Choi S: Nonnegative matrix partial co-factorization for spectral and temporal drum source separation. IEEE J. Sel. Top. Signal Process 2011, 5(6):1192-1204.","journal-title":"IEEE J. Sel. Top. Signal Process"},{"key":"84_CR23","first-page":"82","volume-title":"Advances in Neural Information Processing Systems (NIPS)","author":"S Bengio","year":"2009","unstructured":"Bengio S, Pereira F, Singer Y, Strelow D: Group sparse coding. In Advances in Neural Information Processing Systems (NIPS). La Jolla: NIPS; 2009:82-89."},{"key":"84_CR24","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"R Jenatton","year":"2010","unstructured":"Jenatton R, Mairal J, Obozinski G, Bach F: Proximal methods for sparse hierarchical dictionary learning. In Proceedings of the International Conference on Machine Learning (ICML). Haifa; 21\u201325 June 2010."},{"key":"84_CR25","first-page":"676","volume-title":"Advances in Neural Information Processing Systems (NIPS)","author":"PJ Garrigues","year":"2010","unstructured":"Garrigues PJ, Olshausen BA: Group sparse coding with a Laplacian scale mixture prior. In Advances in Neural Information Processing Systems (NIPS). La Jolla: NIPS; 2010:676-684."},{"key":"84_CR26","doi-asserted-by":"publisher","first-page":"880","DOI":"10.1145\/1390156.1390267","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"R Salakhutdinov","year":"2008","unstructured":"Salakhutdinov R, Mnih A: Bayesian probabilistic matrix factorization using Markov chain Monte Carlo. In Proceedings of the International Conference on Machine Learning (ICML). Helsinki; 5\u20139 July 2008:880-887."},{"key":"84_CR27","first-page":"663","volume-title":"Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)","author":"M Zhong","year":"2009","unstructured":"Zhong M, Girolami M: Reversible jump MCMC for non-negative matrix factorization. In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS). Clearwater Beach; 16\u201318 April 2009:663-670."},{"key":"84_CR28","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"MD Hoffman","year":"2010","unstructured":"Hoffman MD, Blei DM, Cook PR: Bayesian nonparametric matrix factorization for recorded music. In Proceedings of the International Conference on Machine Learning (ICML). Haifa; 21\u201324 June 2010."},{"key":"84_CR29","first-page":"383","volume-title":"Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI)","author":"M Marlin","year":"2009","unstructured":"Marlin M, Murphy KP, BM: Group sparse priors for covariance estimation. In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI). Montreal; 18\u201321 June 2009:383-392."},{"key":"84_CR30","first-page":"2646","volume-title":"Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH)","author":"J-T Chien","year":"2012","unstructured":"Chien J-T, Chiang C-C: Group sparse hidden Markov models for speech recognition. In Proceedings of the Annual Conference of International Speech Communication Association (INTERSPEECH). Portland; 9\u201313 September 2012:2646-2649."},{"issue":"1","key":"84_CR31","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1109\/TASL.2007.910790","volume":"16","author":"J-T Chien","year":"2008","unstructured":"Chien J-T, Ting C-W: Factor analyzed subspace modeling and selection. IEEE Trans. Audio, Speech Language Process 2008, 16(1):239-248.","journal-title":"IEEE Trans. Audio, Speech Language Process"},{"issue":"4","key":"84_CR32","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1080\/00031305.1995.10476177","volume":"49","author":"S Chib","year":"1995","unstructured":"Chib S, Greenberg E: Understanding the Metropolis-Hastings algorithm. Am. Statistician 1995, 49(4):327-335.","journal-title":"Am. Statistician"},{"issue":"5","key":"84_CR33","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1109\/TNNLS.2013.2242090","volume":"24","author":"J-T Chien","year":"2013","unstructured":"Chien J-T, Hsieh H. -L: Nonstationary source separation using sequential and variational Bayesian learning. IEEE Trans. Neural Netw. Learn. Syst 2013, 24(5):681-694.","journal-title":"IEEE Trans. Neural Netw. Learn. Syst"},{"key":"84_CR34","first-page":"2120","volume-title":"Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP)","author":"H-L Hsieh","year":"2011","unstructured":"Hsieh H-L, Chien J-T: Nonstationary and temporally-correlated source separation using Gaussian process. In Proceedings of the International Conference on Acoustic, Speech and Signal Processing (ICASSP). Prague Congress Center; 22\u201327 May 2011:2120-2123."}],"container-title":["EURASIP Journal on Audio, Speech, and Music Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1687-4722-2013-18\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-4722-2013-18.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-4722-2013-18.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T23:25:05Z","timestamp":1715642705000},"score":1,"resource":{"primary":{"URL":"https:\/\/asmp-eurasipjournals.springeropen.com\/articles\/10.1186\/1687-4722-2013-18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,7,5]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2013,12]]}},"alternative-id":["84"],"URL":"https:\/\/doi.org\/10.1186\/1687-4722-2013-18","relation":{},"ISSN":["1687-4722"],"issn-type":[{"value":"1687-4722","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,7,5]]},"article-number":"18"}}