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- Yaodong Zhang, James R. Glass
- IEEE Workshop on Automatic Speech Recognition…
- 2009
In this paper, we present an unsupervised learning framework to address the problem of detecting spoken keywords. Without any transcription information, a Gaussian Mixture Model is trained to label… (More)
- James R. Glass
- Computer Speech & Language
- 2003
Most current speech recognizers use an observation space based on a temporal sequence of measurements extracted from fixed-length ‘‘frames’’ (e.g., Mel-cepstra). Given a hypothetical word or sub-word… (More)
- Victor Zue, Stephanie Seneff, James R. Glass
- Speech Communication
- 1990
Abstract Automatic speech recognition by computers can provide the most natural and efficient method of communication between humans and computers. While in recent years high performance speech… (More)
- A. S. Park, James R. Glass
- IEEE Transactions on Audio, Speech, and Language…
- 2008
We present a novel approach to speech processing based on the principle of pattern discovery. Our work represents a departure from traditional models of speech recognition, where the end goal is to… (More)
- Preslav Nakov, Lluís Màrquez i Villodre, +5 authors Bilal Randeree
- SemEval@NAACL-HLT
- 2016
This paper describes the SemEval–2016 Task 3 on Community Question Answering, which we offered in English and Arabic. For English, we had three subtasks: Question–Comment Similarity (subtask A),… (More)
- Victor Zue, Stephanie Seneff, +4 authors I. Lee Hetherington
- IEEE Trans. Speech and Audio Processing
- 2000
In early 1997, our group initiated a project to develop JUPITER, a conversational interface that allows users to obtain worldwide weather forecast information over the telephone using spoken… (More)
- Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James R. Glass
- IEEE International Conference on Acoustics…
- 2015
In this paper, we extend the deep long short-term memory (DL-STM) recurrent neural networks by introducing gated direct connections between memory cells in adjacent layers. These direct links, called… (More)
- Chia-ying Lee, James R. Glass
- ACL
- 2012
We investigate the problem of acoustic modeling in which prior language-specific knowledge and transcribed data are unavailable. We present an unsupervised model that simultaneously segments the… (More)
- Ji Ming, Timothy J. Hazen, James R. Glass, Douglas A. Reynolds
- IEEE Transactions on Audio, Speech, and Language…
- 2007
This paper investigates the problem of speaker identification and verification in noisy conditions, assuming that speech signals are corrupted by environmental noise, but knowledge about the noise… (More)
- James R. Glass, Jane W. Chang, Michael K. McCandless
- Proceeding of Fourth International Conference on…
- 1996
Most current speech recognizers use an observation space which is based on a temporal sequence of "frames" (e.g. Mel-cepstra). There is another class of recognizer which further processes these… (More)