{"id":374,"date":"2014-08-19T23:27:09","date_gmt":"2014-08-19T20:27:09","guid":{"rendered":"http:\/\/www.eng.biu.ac.il\/gannot\/?page_id=374"},"modified":"2014-11-08T17:17:47","modified_gmt":"2014-11-08T15:17:47","slug":"kalman-em-algorithm-for-dereverberation","status":"publish","type":"page","link":"https:\/\/www.eng.biu.ac.il\/gannot\/speech-enhancement\/kalman-em-algorithm-for-dereverberation\/","title":{"rendered":"Kalman-EM Algorithm for Dereverberation"},"content":{"rendered":"

B. Schwartz, S. Gannot, and E. A. P. Habets, \u201cOnline speech dereverberation using Kalman filter and EM algorithm,\u201d Accepted for publication,\u00a0IEEE Trans. on Audio, Speech, and Language Processing, Nov. 2014.<\/p>\n

 <\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
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SOURCE<\/strong><\/p>\n<\/td>\n

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CLEAN<\/strong><\/p>\n<\/td>\n

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REVERB<\/strong><\/p>\n<\/td>\n

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RKEMD<\/strong><\/p>\n<\/td>\n<\/tr>\n

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Static, 480ms, Male<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Static, 630ms, Female<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Static, 940ms, Female<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Static, 940ms, Male<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Static, Noisy, RSNR 5dB, 940ms, Male<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Dynamic, 750ms, David. The speaker is standing (0-8 sec), walking to a different point (8-16.5 sec), and finally sitting down (16.5-22.6 sec).<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Dynamic, 750ms, Rafael. The speaker is standing (0-9 sec), then turning his head and speaking to the opposite direction (9-19.3 sec).<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Dynamic, 750ms, Merav. Dynamic, 750ms, Merav. The speaker is standing (0-7 sec), walking to a different point (7-15 sec), and finally sitting down(15-26 sec).<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Dynamic, 750ms, Michal. The speaker is sitting (0-9 sec), then turning her head and speaking to the opposite direction (9-20 sec).<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n

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Dynamic, 750ms, Rafael. The speaker is standing (0-11 sec), walking to a different point (11-19 sec), then standing in place (19-29 sec).<\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n

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\"\"<\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

B. Schwartz, S. Gannot, and E. A. P. Habets, \u201cOnline speech dereverberation using Kalman filter and EM algorithm,\u201d Accepted for publication,\u00a0IEEE Trans. on Audio, Speech, and Language Processing, Nov. 2014.   SOURCE CLEAN REVERB RKEMD Static, 480ms, Male Static, 630ms, Female Static, 940ms, Female Static, 940ms, Male Static, Noisy, RSNR 5dB, 940ms, Male Dynamic, 750ms, … Continue reading Kalman-EM Algorithm for Dereverberation<\/span> →<\/span><\/a><\/p>\n","protected":false},"author":22,"featured_media":0,"parent":123,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-374","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/374"}],"collection":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/comments?post=374"}],"version-history":[{"count":2,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/374\/revisions"}],"predecessor-version":[{"id":415,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/374\/revisions\/415"}],"up":[{"embeddable":true,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/123"}],"wp:attachment":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/media?parent=374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}