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MA
2010
Springer
135views Communications» more  MA 2010»
15 years 4 months ago
Nonparametric comparison of regression functions
In this work we provide a new methodology for comparing regression functions m1 and m2 from two samples. Since apart from smoothness no other (parametric) assumptions are required...
Ramidha Srihera, Winfried Stute
TASLP
2010
117views more  TASLP 2010»
15 years 27 days ago
Speech Enhancement Using Gaussian Scale Mixture Models
This paper presents a novel probabilistic approach to speech enhancement. Instead of a deterministic logarithmic relationship, we assume a probabilistic relationship between the fr...
Jiucang Hao, Te-Won Lee, Terrence J. Sejnowski
ICML
2010
IEEE
15 years 7 months ago
Conditional Topic Random Fields
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
Jun Zhu, Eric P. Xing
BIS
2009
107views Business» more  BIS 2009»
15 years 7 months ago
Framework for Value Prediction of Knowledge-Based Applications
Knowledge-based applications are characterized by their use of machine-understandable formalizations of expert knowledge. Complex knowledge structures, and the features which explo...
Ali Imtiaz, Tobias Bürger, Igor O. Popov, Ele...
ICASSP
2010
IEEE
15 years 6 months ago
Effect of speaking style and speaking rate on formant contours
This paper presents the results of formant analysis using a newly developed formant contour model. We model formant contours with a linear combination of formant target values and...
Akiko Amano-Kusumoto, John-Paul Hosom