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104
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ICMCS
2006
IEEE
86views Multimedia» more  ICMCS 2006»
15 years 9 months ago
Robust Speaker Recognition using SNR-Aware Subspace-Based Enhancement and Probabilistic SVMs
In this paper, we present a robust text-independent speaker recognition system. The proposed system mainly includes an SNR-aware subspace-based enhancement technique and probabili...
Jia-Ching Wang, Jhing-Fa Wang, Wai-He Kuok, Hsiao ...
104
Voted
IJCNN
2006
IEEE
15 years 9 months ago
Learning to Rank by Maximizing AUC with Linear Programming
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
Kaan Ataman, W. Nick Street, Yi Zhang
119
Voted
MM
2006
ACM
120views Multimedia» more  MM 2006»
15 years 9 months ago
Mapping learning in eigenspace for harmonious caricature generation
This paper proposes a mapping learning approach for caricature auto-generation. Simulating the artist’s creativity based on the object’s facial feature, our approach targets d...
Junfa Liu, Yiqiang Chen, Wen Gao
137
Voted
ICDM
2005
IEEE
179views Data Mining» more  ICDM 2005»
15 years 9 months ago
Bagging with Adaptive Costs
Ensemble methods have proved to be highly effective in improving the performance of base learners under most circumstances. In this paper, we propose a new algorithm that combine...
Yi Zhang, W. Nick Street
128
Voted
ICMCS
2005
IEEE
135views Multimedia» more  ICMCS 2005»
15 years 9 months ago
An Efficient Approach to Multimodal Person Identity Verification by Fusing Face and Voice Information
This paper presents an effective method to combine speech recognition, speaker verification and face verification for biometric authentication. Our method provides a light-weight ...
Hsien-Ting Cheng, Yi-Hsiang Chao, Shih-Liang Yeh, ...