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SADM
2010
173views more  SADM 2010»
14 years 11 months ago
Data reduction in classification: A simulated annealing based projection method
This paper is concerned with classifying high dimensional data into one of two categories. In various settings, such as when dealing with fMRI and microarray data, the number of v...
Tian Siva Tian, Rand R. Wilcox, Gareth M. James
TASLP
2010
121views more  TASLP 2010»
14 years 11 months ago
Sequential Organization of Speech in Reverberant Environments by Integrating Monaural Grouping and Binaural Localization
Existing binaural approaches to speech segregation place an exclusive burden on cues related to the location of sound sources in space. These approaches can achieve excellent perfo...
John Woodruff, DeLiang Wang
TASLP
2010
92views more  TASLP 2010»
14 years 11 months ago
A Tandem Algorithm for Pitch Estimation and Voiced Speech Segregation
Abstract--A lot of effort has been made in computational auditory scene analysis (CASA) to segregate speech from monaural mixtures. The performance of current CASA systems on voice...
Guoning Hu, DeLiang L. Wang
TIT
2010
96views Education» more  TIT 2010»
14 years 11 months ago
Beyond Nyquist: efficient sampling of sparse bandlimited signals
Wideband analog signals push contemporary analog-to-digital conversion systems to their performance limits. In many applications, however, sampling at the Nyquist rate is inefficie...
Joel A. Tropp, Jason N. Laska, Marco F. Duarte, Ju...
TNN
2010
127views Management» more  TNN 2010»
14 years 11 months ago
RAMOBoost: ranked minority oversampling in boosting
In recent years, learning from imbalanced data has attracted growing attention from both academia and industry due to the explosive growth of applications that use and produce imba...
Sheng Chen, Haibo He, Edwardo A. Garcia