{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,23]],"date-time":"2026-09-23T10:51:34Z","timestamp":1790160694464,"version":"4.1.0"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/icassp.2018.8461539","type":"proceedings-article","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T18:24:48Z","timestamp":1537554288000},"page":"651-655","source":"Crossref","is-referenced-by-count":3,"title":["Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement"],"prefix":"10.1109","author":[{"given":"Umut","family":"Simsekli","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Halil","family":"Erdogan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simon","family":"Leglaive","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antoine","family":"Liutkus","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roland","family":"Badeau","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gael","family":"Richard","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2005.858005"},{"key":"ref32","first-page":"661","article-title":"On speech enhancement under signal presence uncertainty","volume":"1","author":"cohen","year":"2001","journal-title":"ICASSP"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2006.12.006"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1976.10480344"},{"key":"ref34","author":"?im?ekli","year":"0","journal-title":"Website for audio samples"},{"key":"ref10","article-title":"Cauchy nonnegative matrix factorization","author":"liutkus","year":"2015","journal-title":"WASPAA"},{"key":"ref11","first-page":"127","article-title":"Speech enhancement based on 4th order cumulant backward linear predictor for impulsive noise","volume":"1","author":"sasaoka","year":"2012","journal-title":"ICSP"},{"key":"ref12","first-page":"1973","article-title":"Sparse hidden Markov models for speech enhancement in non-stationary noise environments","volume":"23","author":"deng","year":"2015","journal-title":"IEEE\/ACM TASLP"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6287816"},{"key":"ref14","first-page":"1233","article-title":"Speech enhancement under low SNR conditions via noise estimation using sparse and low-rank NMF with Kullback–Leibler divergence","volume":"23","author":"sun","year":"2015","journal-title":"IEEE\/ACM TASLP"},{"key":"ref15","first-page":"3155","article-title":"Gaussian processes for underdetermined source separation","volume":"59","author":"liutkus","year":"2011","journal-title":"IEEE TSP"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00168"},{"key":"ref17","author":"gallager","year":"2008","journal-title":"Circularly Symmetric Complex Gaussian Random Vectors - A Tutorial"},{"key":"ref18","first-page":"382","article-title":"Symmetric $\\alpha$-stable sparse linear regression for musical audio denoising","author":"bassiou","year":"2013","journal-title":"ISPA"},{"key":"ref19","author":"nikias","year":"1995","journal-title":"Signal Processing with Alpha-Stable Distributions and Applications"},{"key":"ref28","first-page":"178","article-title":"Non-negative tensor factorization models for Bayesian audio processing","volume":"47","author":"?im?ekli","year":"2015","journal-title":"DSP"},{"key":"ref4","first-page":"6206","article-title":"Non-negative source-filter dynamical system for speech enhancement","author":"?im?ekli","year":"2014","journal-title":"ICASSP"},{"key":"ref27","article-title":"Lévy NMF for robust nonnegative source separation","author":"magron","year":"2017","journal-title":"WASPAA"},{"key":"ref3","first-page":"3158","article-title":"Non-negative dynamical system with application to speech and audio","author":"f\u00e9votte","year":"2013","journal-title":"ICASSP"},{"key":"ref6","article-title":"Generalized Wiener filtering with fractional power spectrograms","author":"liutkus","year":"2015","journal-title":"ICASSP"},{"key":"ref29","author":"liu","year":"2008","journal-title":"Monte Carlo Strategies in Scientific Computing"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WASPAA.2013.6701883"},{"key":"ref8","first-page":"2289","article-title":"Alpha-stable matrix factorization","volume":"22","author":"?im?ekli","year":"2015","journal-title":"IEEE SPL"},{"key":"ref7","author":"kuruoglu","year":"1999","journal-title":"Signal Processing in ?-Stable Noise Environment A Least Lp-norm Approach"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.04-08-771"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7471635"},{"key":"ref1","first-page":"2140","article-title":"Supervised and unsupervised speech enhancement using nonnegative matrix factorization","volume":"21","author":"mohammadiha","year":"2013","journal-title":"IEEE TASLP"},{"key":"ref20","article-title":"Explaining the parameterized Wiener filter with alpha-stable processes","author":"fontaine","year":"2017","journal-title":"WASPAA"},{"key":"ref22","article-title":"Scalable source localization with multichannel alpha-stable distributions","author":"fontaine","year":"2017","journal-title":"EUSIPCO"},{"key":"ref21","first-page":"80","article-title":"Sketching for nearfield acoustic imaging of heavy-tailed sources","author":"fontaine","year":"2017","journal-title":"LVA\/ICA"},{"key":"ref24","first-page":"576","article-title":"Alpha-stable multichannel audio source separation","author":"leglaive","year":"2017","journal-title":"ICASSP"},{"key":"ref23","first-page":"3","article-title":"Bayesian inference for time series with heavy-tailed symmetric $\\alpha$-stable noise processes","author":"godsill","year":"1999","journal-title":"Heavy Tails"},{"key":"ref26","volume":"1","author":"samorodnitsky","year":"1994","journal-title":"Stable Non-Gaussian Random Processes Stochastic Models With Infinite Variance"},{"key":"ref25","article-title":"Learning the morphology of brain signals using alpha-stable convolutional sparse coding","author":"jas","year":"2017","journal-title":"NIPS"}],"event":{"name":"ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Calgary, AB","start":{"date-parts":[[2018,4,15]]},"end":{"date-parts":[[2018,4,20]]}},"container-title":["2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8450881\/8461260\/08461539.pdf?arnumber=8461539","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,23]],"date-time":"2020-08-23T18:59:35Z","timestamp":1598209175000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8461539\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/icassp.2018.8461539","relation":{},"subject":[],"published":{"date-parts":[[2018,4]]}}}