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Simple Search
Hits 1 – 9 of 9
1
A computational model to connect gestalt perception and natural language
Dhande, Sheel Sanjay, 1979-
. - : Massachusetts Institute of Technology, 2003
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2
Singing voice analysis/synthesis
Kim, Youngmoo E
. - : Massachusetts Institute of Technology, 2003
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3
Spontaneous speech recognition using visual context-aware language models
Mukherjee, Niloy, 1978-
. - : Massachusetts Institute of Technology, 2003
Abstract:
Thesis (S.M.)--Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, 2003. ; Includes bibliographical references (p. 83-88). ; The thesis presents a novel situationally-aware multimodal spoken language system called Fuse that performs speech understanding for visual object selection. An experimental task was created in which people were asked to refer, using speech alone, to objects arranged on a table top. During training, Fuse acquires a grammar and vocabulary from a "show-and-tell" procedure in which visual scenes are paired with verbal descriptions of individual objects. Fuse determines a set of visually salient words and phrases and associates them to a set of visual features. Given a new scene, Fuse uses the acquired knowledge to generate class-based language models conditioned on the objects present in the scene as well as a spatial language model that predicts the occurrences of spatial terms conditioned on target and landmark objects. The speech recognizer in Fuse uses a weighted mixture of these language models to search for more likely interpretations of user speech in context of the current scene. During decoding, the weights are updated using a visual attention model which redistributes attention over objects based on partially decoded utterances. The dynamic situationally-aware language models enable Fuse to jointly infer spoken language utterances underlying speech signals as well as the identities of target objects they refer to. In an evaluation of the system, visual situationally-aware language modeling shows significant , more than 30 %, decrease in speech recognition and understanding error rates. The underlying ideas of situation-aware speech understanding that have been developed in Fuse may may be applied in numerous areas including assistive and mobile human-machine interfaces. ; by Niloy Mukherjee. ; S.M.
Keyword:
Architecture. Program In Media Arts and Sciences
URL:
http://hdl.handle.net/1721.1/62380
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4
Full-contact poetry
Basu, Anindita, 1978-
. - : Massachusetts Institute of Technology, 2002
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5
Non-verbal signals for grounding in embodied conversational agent
Nakano, Yukiko I., 1963-
. - : Massachusetts Institute of Technology, 2002
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6
Telling tales : a new way to encourage written literacy through oral language ; New way to encourage written literacy through oral language
Ananny, Michael J. (Michael Joseph), 1976-
. - : Massachusetts Institute of Technology, 2001
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7
Design for very large-scale conversations
Sack, Warren
. - : Massachusetts Institute of Technology, 2000
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8
Paired speech and gesture generation in embodied conversational agents
Yan, Hao, 1973-
. - : Massachusetts Institute of Technology, 2000
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9
The linguistic exploration of children : playing with language through computer programming ; Playing with language through computer programming
Vaikakul, Savalai, 1976-
. - : Massachusetts Institute of Technology, 1999
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