{"id":1656,"date":"2018-03-12T12:47:47","date_gmt":"2018-03-12T10:47:47","guid":{"rendered":"http:\/\/www.eng.biu.ac.il\/gannot\/?page_id=1656"},"modified":"2018-03-29T21:06:29","modified_gmt":"2018-03-29T18:06:29","slug":"speech-dereverberation-using-fully-convolutional-networks","status":"publish","type":"page","link":"https:\/\/www.eng.biu.ac.il\/gannot\/speech-enhancement\/speech-dereverberation-using-fully-convolutional-networks\/","title":{"rendered":"Speech Dereverberation Using Fully Convolutional Networks"},"content":{"rendered":"<p>Ori Ernst, Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, \"Speech Dereverberation Using Fully Convolutional Networks,\" submitted to EUSIPCO 2018.<\/p>\n<table style=\"width: 725px\">\n<tbody>\n<tr>\n<td style=\"width: 48px;text-align: center\"><\/td>\n<td style=\"width: 134px;text-align: center\">Clean<\/td>\n<td style=\"width: 101px;text-align: center\">Noisy<\/td>\n<td style=\"width: 123.6px;text-align: center\">Unet Symmetric<\/td>\n<td style=\"width: 120.4px;text-align: center\">Unet Asymmetric<\/td>\n<td style=\"width: 139px;text-align: center\">Unet+GAN<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48px;text-align: center\">\u00a0#1<\/td>\n<td style=\"width: 134px\"><!--[if lt IE 9]><script>document.createElement('audio');<\/script><![endif]-->\n<audio class=\"wp-audio-shortcode\" id=\"audio-1656-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_clean.wav?_=1\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_clean.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_clean.wav<\/a><\/audio><\/td>\n<td style=\"width: 101px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-2\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_noisy.wav?_=2\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_noisy.wav<\/a><\/audio><\/td>\n<td style=\"width: 123.6px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-3\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_sym.wav?_=3\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_sym.wav<\/a><\/audio><\/td>\n<td style=\"width: 120.4px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-4\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_asym.wav?_=4\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_unet_asym.wav<\/a><\/audio><\/td>\n<td style=\"width: 139px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-5\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_gan.wav?_=5\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_1_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48px;text-align: center\">\u00a0#2<\/td>\n<td style=\"width: 134px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-6\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_clean.wav?_=6\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_clean.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_clean.wav<\/a><\/audio><\/td>\n<td style=\"width: 101px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-7\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_noisy.wav?_=7\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_noisy.wav<\/a><\/audio><\/td>\n<td style=\"width: 123.6px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-8\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_sym.wav?_=8\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_sym.wav<\/a><\/audio><\/td>\n<td style=\"width: 120.4px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-9\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_asym.wav?_=9\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_unet_asym.wav<\/a><\/audio><\/td>\n<td style=\"width: 139px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-10\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_gan.wav?_=10\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_2_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48px;text-align: center\">\u00a0#3<\/td>\n<td style=\"width: 134px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-11\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_clean.wav?_=11\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_clean.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_clean.wav<\/a><\/audio><\/td>\n<td style=\"width: 101px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-12\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_noisy.wav?_=12\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_noisy.wav<\/a><\/audio><\/td>\n<td style=\"width: 123.6px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-13\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_sym.wav?_=13\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_sym.wav<\/a><\/audio><\/td>\n<td style=\"width: 120.4px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-14\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_asym.wav?_=14\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_unet_asym.wav<\/a><\/audio><\/td>\n<td style=\"width: 139px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-15\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_gan.wav?_=15\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_3_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48px;text-align: center\">#4<\/td>\n<td style=\"width: 134px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-16\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_clean.wav?_=16\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_clean.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_clean.wav<\/a><\/audio><\/td>\n<td style=\"width: 101px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-17\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_noisy.wav?_=17\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_noisy.wav<\/a><\/audio><\/td>\n<td style=\"width: 123.6px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-18\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_sym.wav?_=18\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_sym.wav<\/a><\/audio><\/td>\n<td style=\"width: 120.4px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-19\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_asym.wav?_=19\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_unet_asym.wav<\/a><\/audio><\/td>\n<td style=\"width: 139px\"><audio class=\"wp-audio-shortcode\" id=\"audio-1656-20\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_gan.wav?_=20\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/simulated_far_4_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48px;text-align: center\" colspan=\"6\">Simulated Data<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td style=\"text-align: center\">Noisy<\/td>\n<td style=\"text-align: center\">Unet Symmetric<\/td>\n<td style=\"text-align: center\">Unet Asymmeteric<\/td>\n<td style=\"text-align: center\">Unet+Gan<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">#1<\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-21\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_noisy.wav?_=21\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_noisy.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-22\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_sym.wav?_=22\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_sym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-23\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_asym.wav?_=23\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_unet_asym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-24\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_gan.wav?_=24\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_1_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">#2<\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-25\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_noisy.wav?_=25\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_noisy.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-26\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_sym.wav?_=26\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_sym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-27\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_asym.wav?_=27\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_unet_asym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-28\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_gan.wav?_=28\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_2_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">#3<\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-29\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_noisy.wav?_=29\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_noisy.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-30\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_sym.wav?_=30\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_sym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-31\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_asym.wav?_=31\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_unet_asym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-32\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_gan.wav?_=32\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_3_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">#4<\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-33\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_noisy.wav?_=33\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_noisy.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_noisy.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-34\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_sym.wav?_=34\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_sym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_sym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-35\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_asym.wav?_=35\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_asym.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_unet_asym.wav<\/a><\/audio><\/td>\n<td><audio class=\"wp-audio-shortcode\" id=\"audio-1656-36\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_gan.wav?_=36\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_gan.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2018\/03\/real_4_gan.wav<\/a><\/audio><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" colspan=\"5\">Real Data (Reverb Challenge)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Ori Ernst, Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, &#8220;Speech Dereverberation Using Fully Convolutional Networks,&#8221; submitted to EUSIPCO 2018. Clean Noisy Unet Symmetric Unet Asymmetric Unet+GAN \u00a0#1 \u00a0#2 \u00a0#3 #4 Simulated Data Noisy Unet Symmetric Unet Asymmeteric Unet+Gan #1 #2 #3 #4 Real Data (Reverb Challenge)<\/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-1656","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/1656"}],"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=1656"}],"version-history":[{"count":13,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/1656\/revisions"}],"predecessor-version":[{"id":1729,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/1656\/revisions\/1729"}],"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=1656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}