Technical Program
SS-L2: New Types of Deep Neural Network Learning for Speech Recognition and Related Applications |
| Session Type: Lecture |
| Time: Tuesday, May 28, 15:30 - 17:30 |
| Location: Room 118 |
| Session Chairs: Li Deng, Microsoft Research, Geoffery Hinton, University of Toronto and Brian Kingsbury, IBM Research |
| SS-L2.1: NEW TYPES OF DEEP NEURAL NETWORK LEARNING FOR SPEECH RECOGNITION AND RELATED APPLICATIONS: AN OVERVIEW |
| Li Deng; Microsoft Research |
| Geoffrey E. Hinton; University of Toronto |
| Brian Kingsbury; IBM |
| SS-L2.2: RECENT ADVANCES IN DEEP LEARNING FOR SPEECH RESEARCH AT MICROSOFT |
| Li Deng; Microsoft Research |
| Jinyu Li; Microsoft Corporation |
| Jui-Ting Huang; Microsoft Corporation |
| Kaisheng Yao; Microsoft Corporation |
| Dong Yu; Microsoft Corporation |
| Frank Seide; Microsoft Corporation |
| Michael Seltzer; Microsoft Corporation |
| Geoffrey Zweig; Microsoft Corporation |
| Xiaodong He; Microsoft Corporation |
| Jason Williams; Microsoft Corporation |
| Yifan Gong; Microsoft Corporation |
| Alex Acero; Microsoft Corporation |
| SS-L2.3: IMPROVING DEEP NEURAL NETWORKS FOR LVCSR USING RECTIFIED LINEAR UNITS AND DROPOUT |
| George Dahl; University of Toronto |
| Tara N. Sainath; IBM |
| Geoffrey E. Hinton; University of Toronto |
| SS-L2.4: DEEP CONVOLUTIONAL NEURAL NETWORKS FOR LVCSR |
| Tara N. Sainath; IBM T.J. Watson Research Center |
| Abdel-Rahman Mohamed; University of Toronto |
| Brian Kingsbury; IBM T.J. Watson Research Center |
| Bhuvana Ramabhadran; IBM T.J. Watson Research Center |
| SS-L2.5: MULTILINGUAL ACOUSTIC MODELS USING DISTRIBUTED DEEP NEURAL NETWORKS |
| Georg Heigold; Google Inc. |
| Vincent Vanhoucke; Google Inc. |
| Andrew Senior; Google Inc. |
| Patrick Nguyen; Google Inc. |
| Marc'Aurelio Ranzato; Google Inc. |
| Matthieu Devin; Google Inc. |
| Jeff Dean; Google Inc. |
| SS-L2.6: ADVANCES IN OPTIMIZING RECURRENT NETWORKS |
| Yoshua Bengio; Université de Montréal |
| Nicolas Boulanger-Lewandowski; Université de Montréal |
| Razvan Pascanu; Université de Montréal |