{"id":2616,"date":"2020-09-09T22:10:53","date_gmt":"2020-09-09T19:10:53","guid":{"rendered":"http:\/\/www.eng.biu.ac.il\/gannot\/?page_id=2616"},"modified":"2020-09-12T23:43:11","modified_gmt":"2020-09-12T20:43:11","slug":"simultaneous-tracking-and-separation-of-multiple-sources-using-factor-graph-model","status":"publish","type":"page","link":"https:\/\/www.eng.biu.ac.il\/gannot\/speech-enhancement\/simultaneous-tracking-and-separation-of-multiple-sources-using-factor-graph-model\/","title":{"rendered":"Simultaneous Tracking and Separation of Multiple Sources Using Factor Graph Model"},"content":{"rendered":"\n<p class=\"p1\">Koby Weisberg, Bracha Laufer-Goldshtein and Sharon Gannot<\/p>\n<p><strong><u>Simulation experiment:<\/u><\/strong><\/p>\n<p>For the simulated data, clean anechoic speech signals were drawn from the TIMIT database. The speakers were randomly selected from a subset of 26 speakers. Speech utterances of the same speaker were concatenated to obtain a 5s long speech signal. The room dimensions were set to 6 x 4 x 3 m with reverberation time T60 ~ 200ms. The signals were captured by an eight-microphone linear array with inter-distances of [3, 3, 3, 8, 3, 3, 3] cm. The measured signals were contaminated by an additive babble diffuse noise with various SNR levels. Three moving speakers were simulated, with initial DOA set to 36, 90 and 144 degrees, respectively. The speakers moved from their initial positions along an arc of a circle with a radius of 1m from the array center. Their time-varying DOA has a sinusoidal form, with time period randomly selected between 1-2.5s, and amplitude also randomly selected between 5-8 degrees. We present audio samples from 3 random mixtures, with SNR of 5dB and 25dB.<\/p>\n<p>\u00a0<\/p>\n<table style=\"width: 119.113%\" width=\"767\">\n<tbody>\n<tr>\n<td style=\"width: 5.66616%\" width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<p><strong>Clean -Speaker 3<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 5.66616%\" rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td style=\"width: 22.5115%\" width=\"153\">\n<!--[if lt IE 9]><script>document.createElement('audio');<\/script><![endif]-->\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_mix.wav?_=1\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-2\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_1.wav?_=2\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-3\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_2.wav?_=3\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-4\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_3.wav?_=4\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_3.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_gt_3.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<p><strong>Out -Speaker 3<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-5\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_1.wav?_=5\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-6\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_2.wav?_=6\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-7\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_3.wav?_=7\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_3.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_5_est_3.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 5.66616%\" width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<p><strong>Clean -Speaker 3<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 5.66616%\" rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td style=\"width: 22.5115%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-8\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_mix.wav?_=8\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-9\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_1.wav?_=9\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-10\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_2-1.wav?_=10\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_2-1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_2-1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-11\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_3.wav?_=11\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_3.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_gt_3.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<p><strong>Out -Speaker 3<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 22.5115%\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-12\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_1.wav?_=12\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 23.8897%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-13\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_2.wav?_=13\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 39.3568%\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-14\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_3.wav?_=14\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_3.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/SIM_mc_1_snr_25_est_3.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><u>Lab experiment:<\/u><\/strong><\/p>\n<p>In our experimental study, we evaluated the performance on real-life recordings carried out at the BIU acoustic lab. We first defined two limited arcs on a circle with radius of\u00a0 ~2m: the first arc between 20-75 degrees\u00a0and the other between120-165 degrees. Seven speakers participated in our experiment, five males and two females. Each speaker moved back and forth while speaking with a natural random trajectory on each of the defined arcs. The length of each recording was approximately 30s.\u00a0 The signals were captured by an eight-microphone linear array with inter-distances of [3, 3, 3, 6, 3, 3, 3] cm. The array was located in the center of the designated circle, in a distance of approximately 1.5 meters from one of the walls. The reverberation time was set to T60 ~ 450 ms by adjusting the controllable room panels. A diffuse babble noise was also separately recorded by the same array using 4 loudspeakers facing the room corners. We present audio samples from 5 mixtures, contains all different participates. with SNR of 5dB and 25dB.<\/p>\n<p><u>\u00a0<\/u><\/p>\n<p><u>Subject 3 and subject 1:<\/u><\/p>\n<table style=\"width: 99.7455%\" width=\"767\">\n<tbody>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-15\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_mix.wav?_=15\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-16\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_1.wav?_=16\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-17\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_2.wav?_=17\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-18\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_1.wav?_=18\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-19\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_2.wav?_=19\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-20\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_mix.wav?_=20\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-21\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_1.wav?_=21\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-22\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_2.wav?_=22\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-23\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_1.wav?_=23\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-24\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_2.wav?_=24\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s3_s1_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><u>\u00a0<\/u><\/strong><\/p>\n<p><u>Subject 2 and subject 7:<\/u><\/p>\n<table style=\"width: 99.7455%\" width=\"767\">\n<tbody>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-25\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_mix.wav?_=25\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-26\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_1.wav?_=26\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-27\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_2.wav?_=27\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-28\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_1.wav?_=28\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-29\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_2.wav?_=29\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td style=\"width: 155px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-30\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_mix.wav?_=30\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-31\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_1.wav?_=31\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-32\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_2.wav?_=32\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 155px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"width: 161px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-33\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_1.wav?_=33\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"width: 162px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-34\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_2.wav?_=34\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s7_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><u>\u00a0<\/u><\/strong><\/p>\n<p><u>Subject 2 and subject 6:<\/u><\/p>\n<table style=\"width: 100%;height: 734px\" width=\"613\">\n<tbody>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 181px\">\n<td style=\"height: 424px\" rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-35\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_mix.wav?_=35\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-36\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_1.wav?_=36\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-37\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_2.wav?_=37\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 181px\">\n<td style=\"height: 181px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-38\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_1.wav?_=38\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-39\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_2.wav?_=39\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 186px\" rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-40\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_mix.wav?_=40\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-41\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_1.wav?_=41\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-42\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_2.wav?_=42\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-43\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_1.wav?_=43\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-44\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_2.wav?_=44\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s2_s6_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><u>\u00a0<\/u><\/strong><\/p>\n<p><u>Subject 1 and subject 4:<\/u><\/p>\n<table style=\"width: 100%;height: 734px\" width=\"613\">\n<tbody>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 181px\">\n<td style=\"height: 424px\" rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-45\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_mix.wav?_=45\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-46\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_1.wav?_=46\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-47\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_2.wav?_=47\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 181px\">\n<td style=\"height: 181px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-48\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_1.wav?_=48\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 181px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-49\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_2.wav?_=49\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 186px\" rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-50\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_mix.wav?_=50\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-51\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_1.wav?_=51\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-52\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_2.wav?_=52\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 62px\">\n<td style=\"height: 62px\" width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-53\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_1.wav?_=53\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td style=\"height: 62px\" width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-54\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_2.wav?_=54\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s4_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><u>\u00a0<\/u><\/strong><\/p>\n<p><strong><u>\u00a0<\/u><\/strong><\/p>\n<p><u>Subject 1 and subject 5:<\/u><\/p>\n<table width=\"613\">\n<tbody>\n<tr>\n<td width=\"153\">\n<p><strong>SNR<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"3\" width=\"153\">\n<p>5 dB<\/p>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-55\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_mix.wav?_=55\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_mix.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-56\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_1.wav?_=56\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_1.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-57\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_2.wav?_=57\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-58\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_1.wav?_=58\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_1.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-59\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_2.wav?_=59\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_5_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"153\">\n<p><strong>\u00a0<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Noisy Mixture <\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Clean - Speaker 1<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Clean -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"3\" width=\"153\">\n<p>25 dB<\/p>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-60\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_mix.wav?_=60\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_mix.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_mix.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-61\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_1.wav?_=61\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_1.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-62\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_2.wav?_=62\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_gt_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Out - Speaker 1<\/strong><\/p>\n<\/td>\n<td width=\"153\">\n<p><strong>Out -Speaker 2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"153\">\n<p>\u00a0<\/p>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-63\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_1.wav?_=63\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_1.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_1.wav<\/a><\/audio>\n<\/td>\n<td width=\"153\">\n<audio class=\"wp-audio-shortcode\" id=\"audio-2616-64\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_2.wav?_=64\" \/><a href=\"http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_2.wav\">http:\/\/www.eng.biu.ac.il\/gannot\/files\/2020\/09\/LAB_s1_s5_snr_25_est_2.wav<\/a><\/audio>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Koby Weisberg, Bracha Laufer-Goldshtein and Sharon Gannot Simulation experiment: For the simulated data, clean anechoic speech signals were drawn from the TIMIT database. The speakers were randomly selected from a subset of 26 speakers. Speech utterances of the same speaker were concatenated to obtain a 5s long speech signal. The room dimensions were set to &hellip; <a href=\"https:\/\/www.eng.biu.ac.il\/gannot\/speech-enhancement\/simultaneous-tracking-and-separation-of-multiple-sources-using-factor-graph-model\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Simultaneous Tracking and Separation of Multiple Sources Using Factor Graph Model<\/span> <span class=\"meta-nav\">&rarr;<\/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-2616","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/2616"}],"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=2616"}],"version-history":[{"count":23,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/2616\/revisions"}],"predecessor-version":[{"id":2714,"href":"https:\/\/www.eng.biu.ac.il\/gannot\/wp-json\/wp\/v2\/pages\/2616\/revisions\/2714"}],"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=2616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}