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FR2.I: Speech Recognition: Acoustic Modelling II

Session Type: Poster
Time: Friday, 8 May, 11:45 - 13:45
Location: On-Demand
Session Chairs: Dorothea Kolossa, Ruhr University Bochum and Arun Narayanan, Google
 
   FR2.I.1: LIBRI-LIGHT: A BENCHMARK FOR ASR WITH LIMITED OR NO SUPERVISION
         Jacob Kahn; Facebook
         Morgane Rivière; Facebook
         Weiyi Zheng; Facebook
         Eugene Kharitonov; Facebook
         Qiantong Xu; Facebook
         Pierre-Emmanuel Mazaré; Facebook
         Julien Karadayi; ENS
         Vitaly Liptchinsky; Facebook
         Ronan Collobert; Facebook
         Christian Fuegen; Facebook
         Tatiana Likhomanenko; Facebook
         Gabriel Synnaeve; Facebook
         Armand Joulin; Facebook
         Abdelrahman Mohamed; Facebook
         Emmanuel Dupoux; Facebook / EHESS
 
   FR2.I.2: A COMPREHENSIVE STUDY OF RESIDUAL CNNS FOR ACOUSTIC MODELING IN ASR
         Vitalii Bozheniuk; RWTH Aachen University
         Albert Zeyer; RWTH Aachen University
         Ralf Schlüter; RWTH Aachen University
         Hermann Ney; RWTH Aachen University
 
   FR2.I.3: LAYER-NORMALIZED LSTM FOR HYBRID-HMM AND END-TO-END ASR
         Mohammad Zeineldeen; RWTH Aachen University
         Albert Zeyer; RWTH Aachen University
         Ralf Schlüter; RWTH Aachen University
         Hermann Ney; RWTH Aachen University
 
   FR2.I.4: SMALL ENERGY MASKING FOR IMPROVED NEURAL NETWORK TRAINING FOR END-TO-END SPEECH RECOGNITION
         Chanwoo Kim; Samsung Research
         Kwangyoun Kim; Samsung Research
         Sathish Reddy Indurthi; Samsung Research
 
   FR2.I.5: IMPROVING SEQUENCE-TO-SEQUENCE SPEECH RECOGNITION TRAINING WITH ON-THE-FLY DATA AUGMENTATION
         Thai Son Nguyen; Karlsruhe Institute of Technology
         Sebastian Stueker; Karlsruhe Institute of Technology
         Jan Niehues; Maastricht University
         Alex Waibel; Karlsruhe Institute of Technology
 
   FR2.I.6: EFFECTIVENESS OF SELF-SUPERVISED PRE-TRAINING FOR ASR
         Alexei Baevski; Facebook
         Abdelrahman Mohamed; Facebook
 
   FR2.I.7: HIGH-ACCURACY AND LOW-LATENCY SPEECH RECOGNITION WITH TWO-HEAD CONTEXTUAL LAYER TRAJECTORY LSTM MODEL
         Jinyu Li; Microsoft
         Rui Zhao; Microsoft
         Eric Sun; Microsoft
         Jeremy Wong; Microsoft
         Amit Das; Microsoft
         Zhong Meng; Microsoft
         Yifan Gong; Microsoft
 
   FR2.I.8: DFSMN-SAN WITH PERSISTENT MEMORY MODEL FOR AUTOMATIC SPEECH RECOGNITION
         Zhao You; Tencent
         Dan Su; Tencent
         Jie Chen; Tencent
         Chao Weng; Tencent
         Dong Yu; Tencent
 
   FR2.I.9: DYNAMIC TEMPORAL RESIDUAL LEARNING FOR SPEECH RECOGNITION
         Jiaqi Xie; Tsinghua University
         Ruijie Yan; Tsinghua University
         Shanyu Xiao; Tsinghua University
         Liangrui Peng; Tsinghua University
         Michael T. Johnson; University of Kentucky
         Wei-Qiang Zhang; Tsinghua University
 
   FR2.I.10: E2E-SINCNET: TOWARD FULLY END-TO-END SPEECH RECOGNITION
         Titouan Parcollet; University of Oxford
         Mohamed Morchid; University of Avignon
         Georges Linarès; University of Avignon
 
   FR2.I.11: SPEAKER AUGMENTATION FOR LOW RESOURCE SPEECH RECOGNITION
         Chenpeng Du; Shanghai Jiao Tong University
         Kai Yu; Shanghai Jiao Tong University
 
   FR2.I.12: CGCNN: COMPLEX GABOR CONVOLUTIONAL NEURAL NETWORK ON RAW SPEECH
         Paul-Gauthier Noé; Avignon Université
         Titouan Parcollet; University of Oxford
         Mohamed Morchid; Avignon Université