이미 소장하고 있다면 판매해 보세요.
|
I Foundations 1
1 Introduction Samy Bengio Bengio, Samy Joseph Keshet Keshet, Joseph 3 2 Theory and Practice of Support Vector Machines Optimization Shai Shalev-Shwartz Shalev-Shwartz, Shai Nathan Srebo Srebo, Nathan 11 3 From Binary Classification to Categorial Prediction Koby Crammer Crammer, Koby 27 II Acoustic Modeling 51 4 A Large Margin Algorithm for Forced Alignment Joseph Keshet Keshet, Joseph Shai Shalev-Shwartz Shalev-Shwartz, Shai Yomm Singer Singer, Yomm Dan Chazan Chazan, Dan 53 5 A Kernel Wrapper for Phoneme Sequence Recognition Joseph Keshet Keshet, Joseph Dan Chazan Chazan, Dan 69 6 Augmented Statistical Models: Using Dynamic Kernels for Acoustic Models Mark J. F. Gales Gales, Mark J. F. 83 7 Large Margin Training of Continuous Density Hidden Markov Models Fei Sha Fei, Sha Lawrence K. Saul Saul, Lawrence K. 101 III Language Modeling 115 8 A Survey of Discriminative Language Modeling Approaches for Large Vocabulary Continuous Speech Recognition Brian Roark Roark, Brian 117 9 Large Margin Methods for Part-of-Speech Tagging Yasemin Altun Altun, Yasemin 139 10 A Proposal for a Kernel Based Algorithm for Large Vocabulary Continuous Speech Recognition Joseph Keshet Keshet, Joseph 159 IV Applications 173 11 Discriminative Keyword Spotting David Grangier Grangier, David Joseph Keshet Keshet, Joseph Samy Bengio Bengio, Samy 175 12 Kernel-based Text-independent Speaker Verification Johnny Mariethoz Mariethoz, Johnny Samy Bengio Bengio, Samy Yves Grandvalet Grandvalet, Yves 195 13 Spectral Clustering for Speech Separation Francis R. Bach Bach, Francis R. Michael I. Jordan Jordan, Michael I. 221 Index 251 |
Dr Joseph Keshet, IDIAP, Switzerland
Dr Keshet received his B.Sc. and M.Sc. in electrical engineering from the Tel-Aviv University, Tel-Aviv, Israel, in 1994 and 2002, respectively. He got his Ph.D. from the Hebrew University of Jerusalem, Israel in 2007. From 1994 to 2002, he was with the Israeli Defense Forces (Intelligence Corps), where he was in charge of advanced research activities in the fields of speech coding. Since 2007, he is a research scientist in speech recognition at IDIAP Research Institute, Martigny, Switzerland.
Dr Samy Bengio, Google, California, US
Dr Bengio received his M.Sc. and Ph.D. degrees in Computer Science from University of Montreal in 1989 and 1993 respectively. Between 1999 and 2006, he was a senior researcher in statistical machine learning at IDIAP Research Institute, where he supervised PhD students and postdoctoral fellows working on many areas of machine learning. He is the author/co-author of more than 160 international publications, including 30 journal papers. He has organized several international workshops (such as the MLMI series) and been in the organization committee of several well known conferences (such as NIPS). Since early 2007, he is a research scientist in machine learning at Google, in Mountain View, California.