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ICASSP
2011
IEEE
14 years 10 months ago
A novel multi-band spectral subtraction method based on phase modification and magnitude compensation
The spectral subtraction method is historically one of the first algorithms proposed for noise reduction. However, most implementations and variations of the basic technique cann...
Chao Li, Wen-Ju Liu
204
Voted
ICASSP
2011
IEEE
14 years 10 months ago
Rapid joint speaker and noise compensation for robust speech recognition
For speech recognition, mismatches between training and testing for speaker and noise are normally handled separately. The work presented in this paper aims at jointly applying sp...
K. K. Chin, Haitian Xu, Mark J. F. Gales, Catherin...
172
Voted
ICASSP
2011
IEEE
14 years 10 months ago
Probabilistic distance SVM with Hellinger-Exponential Kernel for sound event classification
This paper presents a novel method for sound event classification based on probabilistic distance SVM. The basic idea is to embed probabilistic distances into classical SVM to cl...
Tran Huy Dat, Haizhou Li
ICASSP
2011
IEEE
14 years 10 months ago
Perceiving graphical and pictorial information via touch and hearing
With the ever increasing availability of the Internet and electronic media rich in graphical and pictorial information – for communication, commerce, entertainment, art, educati...
Pubudu Madhawa Silva, Thrasyvoulos N. Pappas, Josh...
ICASSP
2011
IEEE
14 years 10 months ago
Discriminative simplification of mixture models
Simplification of mixture models has recently emerged as an important issue in the field of statistical learning. The heavy computational demands of using large order models dro...
Yossi Bar-Yosef, Yuval Bistritz