Technical Program

NET: Neural Networks for Robust Speech Processing

Session Type: Lecture
Poster Time: Thursday, March 2, 13:00 - 14:40
Location: Batgirl [7th Floor]
Session Chair: Mike Seltzer, Microsoft
 
NET.1: AN EXTENDED EXPERIMENTAL INVESTIGATION OF DNN UNCERTAINTY PROPAGATION FOR NOISE ROBUST ASR
Presentation Link: Click here to view presentation
         Karan Nathwani; INRIA, France
         Juan A. Morales Cordovilla; Universidad de Granada, Austria
         Sunit Sivasankaran; INRIA, France
         Irina Illina; INRIA, France
         Emmanuel Vincent; INRIA, France
 
NET.2: AN IMPROVED UNCERTAINTY DECODING SCHEME WITH WEIGHTED SAMPLES FOR MULTICHANNEL DNN-HMM HYBRID SYSTEMS
Presentation Link: Click here to view presentation
         Christian Huemmer; Friedrich-Alexander University Erlangen-Nuremberg, Germany
         Ramón Fernández Astudillo; INESC-ID-Lisboa, Portugal
         Walter Kellermann; Friedrich-Alexander University Erlangen-Nuremberg, Germany
 
NET.3: A UNIFIED DEEP MODELING APPROACH TO SIMULTANEOUS SPEECH DEREVERBERATION AND RECOGNITION FOR THE REVERB CHALLENGE
Presentation Link: Click here to view presentation
         Bo Wu; Xidian University, China
         Kehuang Li; Georgia Institute of Technology, United States
         Zhen Huang; Georgia Institute of Technology, United States
         Sabato Marco Siniscalchi; University of Enna Kore, Italy
         Minglei Yang; Xidian University, China
         Chin-Hui Lee; Georgia Institute of Technology, United States
 
NET.4: DEEP BI-DIRECTIONAL LONG SHORT-TERM MEMORY BASED SPEECH ENHANCEMENT FOR WIND NOISE REDUCTION
         Jinkyu Lee; Yonsei University, Republic of Korea
         Keulbit Kim; Yonsei University, Republic of Korea
         Turaj Shabestary; Google Incorporated, United States
         Hong-Goo Kang; Yonsei University, Republic of Korea
 
NET.5: EFFICIENT TARGET ACTIVITY DETECTION BASED ON RECURRENT NEURAL NETWORKS
Presentation Link: Click here to view presentation
         Daniel Gerber; Friedrich-Alexander-University Erlangen-Nuremberg, Germany
         Stefan Meier; Friedrich-Alexander-University Erlangen-Nuremberg, Germany
         Walter Kellermann; Friedrich-Alexander-University Erlangen-Nuremberg, Germany