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ICASSP
2009
IEEE
14 years 2 months ago
Part-of-speech histograms for genre classification of text
This work addresses the problem of classifying the genre of text, which is useful for a variety of language processing problems. We propose statistics of POS histograms as classiï...
Sergey Feldman, Marius A. Marin, Mari Ostendorf, M...
ICASSP
2009
IEEE
14 years 2 months ago
A split quaternion nonlinear adaptive filter
A split quaternion learning algorithm for the training of nonlinear ï¬nite impulse response ï¬lters for the modelling of hypercomplex signals is proposed. A rigorous derivation ...
Bukhari Che Ujang, Clive Cheong Took, Alek Kavcic,...
ICASSP
2009
IEEE
14 years 2 months ago
Improving acoustic speaker verification with visual Body-Language features
We show how an SVM based acoustic speaker verification system can be significantly improved in incorporating new visual features that capture the speaker’s “Body Language.†...
Christoph Bregler, George Williams, Sally Rosentha...
ICASSP
2009
IEEE
14 years 2 months ago
A complex cross-spectral distribution model using Normal Variance Mean Mixtures
We propose a model for the density of cross-spectral coefï¬cients using Normal Variance Mean Mixtures. We show that this model density generalizes the corresponding marginal dens...
Jason A. Palmer, Scott Makeig, Kenneth Kreutz-Delg...
ICASSP
2009
IEEE
14 years 2 months ago
Complex NMF: A new sparse representation for acoustic signals
This paper presents a new sparse representation for acoustic signals which is based on a mixing model deï¬ned in the complex-spectrum domain (where additivity holds), and allows ...
Hirokazu Kameoka, Nobutaka Ono, Kunio Kashino, Shi...