Technical Program
SP-L1: Automatic Speech Recognition using Neural Networks |
| Session Type: Lecture |
| Time: Tuesday, May 28, 10:50 - 12:50 |
| Location: Room 211 |
| Session Chair: Bhuvana Ramabhadran, IBM T. J. Watson Research Center |
| SP-L1.1: SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS |
| Alex Graves; University of Toronto |
| Abdel-Rahman Mohamed; University of Toronto |
| Geoffrey E. Hinton; University of Toronto |
| SP-L1.2: A CLUSTER-BASED MULTIPLE DEEP NEURAL NETWORKS METHOD FOR LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION |
| Pan Zhou; University of Science and Technology of China |
| Cong Liu; Anhui USTC iFLYTEK Corporation Limited |
| Qingfeng Liu; Anhui USTC iFLYTEK Corporation Limited |
| Li-Rong Dai; University of Science and Technology of China |
| Hui Jiang; York University |
| SP-L1.3: LOW-RANK MATRIX FACTORIZATION FOR DEEP NEURAL NETWORK TRAINING WITH HIGH-DIMENSIONAL OUTPUT TARGETS |
| Tara N. Sainath; IBM T.J. Watson Research Center |
| Brian Kingsbury; IBM T.J. Watson Research Center |
| Vikas Sindhwani; IBM T.J. Watson Research Center |
| Ebru Arisoy; IBM T.J. Watson Research Center |
| Bhuvana Ramabhadran; IBM T.J. Watson Research Center |
| SP-L1.4: ASYNCHRONOUS STOCHASTIC GRADIENT DESCENT FOR DNN TRAINING |
| Shanshan Zhang; Institute of Automation, Chinese Academy of Sciences |
| Ce Zhang; Institute of Automation, Chinese Academy of Sciences |
| Zhao You; Institute of Automation, Chinese Academy of Sciences |
| Rong Zheng; Institute of Automation, Chinese Academy of Sciences |
| Bo Xu; Institute of Automation, Chinese Academy of Sciences |
| SP-L1.5: ERROR BACK PROPAGATION FOR SEQUENCE TRAINING OF CONTEXT-DEPENDENT DEEP NETWORKS FOR CONVERSATIONAL SPEECH TRANSCRIPTION |
| Hang Su; Tsinghua University |
| Gang Li; Microsoft Corporation |
| Dong Yu; Microsoft Corporation |
| Frank Seide; Microsoft Corporation |
| SP-L1.6: A DEEP CONVOLUTIONAL NEURAL NETWORK USING HETEROGENEOUS POOLING FOR TRADING ACOUSTIC INVARIANCE WITH PHONETIC CONFUSION |
| Li Deng; Microsoft Research |
| Ossama Abdel-Hamid; York University |
| Dong Yu; Microsoft Corporation |