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Sih-Huei Chen

2 accepted papers

2018

Complex-Valued Gaussian Process Latent Variable Model for Phase-Incorporating Speech Enhancement

ICASSP 2018accepted

Traditional speech enhancement techniques modify the magnitude of a speech in time-frequency domain, and use the phase of a noisy speech to resynthesize a time domain speech. This work proposes a complex-valued Gaussian process latent variable model (CGPLVM) to enhance directly the complex-valued no…

Cited by 0SourceScholar
2018

Locality-Preserving Complex-Valued Gaussian Process Latent Variable Model for Robust Face Recognition

ICASSP 2018accepted

Learning a low-dimensional image representation yields effective and efficient face recognition. The use of such a representation helps to weaken the curse of dimensionality. However, the traditional facial representation method is not robust against partial occlusions or variations of expression. T…

Cited by 0SourceScholar