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» Multimodal Speaker Identification Based on Text and Speech
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87
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ICASSP
2010
IEEE
14 years 11 months ago
A System-Identification-Error-Robust Method for equalization of multichannel acoustic systems
In hands-free communications, speech received by a microphone is distorted by room reverberation that can reduce the intelligibility of speech. An approach to dereverberation is ...
Wancheng Zhang, Emanuel A. P. Habets, Patrick A. N...
81
Voted
COLING
2008
15 years 1 months ago
A Classifier-Based Approach to Preposition and Determiner Error Correction in L2 English
In this paper, we present an approach to the automatic identification and correction of preposition and determiner errors in nonnative (L2) English writing. We show that models of...
Rachele De Felice, Stephen G. Pulman
113
Voted
ICMI
2005
Springer
201views Biometrics» more  ICMI 2005»
15 years 5 months ago
A joint particle filter for audio-visual speaker tracking
In this paper, we present a novel approach for tracking a lecturer during the course of his speech. We use features from multiple cameras and microphones, and process them in a jo...
Kai Nickel, Tobias Gehrig, Rainer Stiefelhagen, Jo...
75
Voted
NIPS
2003
15 years 1 months ago
Phonetic Speaker Recognition with Support Vector Machines
A recent area of significant progress in speaker recognition is the use of high level features—idiolect, phonetic relations, prosody, discourse structure, etc. A speaker not on...
William M. Campbell, Joseph P. Campbell, Douglas A...
97
Voted
ML
2000
ACM
149views Machine Learning» more  ML 2000»
14 years 11 months ago
BoosTexter: A Boosting-based System for Text Categorization
This work focuses on algorithms which learn from examples to perform multiclass text and speech categorization tasks. Our approach is based on a new and improved family of boosting...
Robert E. Schapire, Yoram Singer