Hsin-Lung Hsieh

Publication Activity (10 Years)

Years Active: 2004-2017
Publications (10 Years): 2

Top Topics

Base Classifiers

Negative Matrix Factorization

Independent Components Analysis

Sparse Learning

Top Venues

IEEE Trans. Speech Audio Process.

EURASIP J. Audio Speech Music. Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Chu-En Yu, Chien-Liang Liu, Hsin-Lung Hsieh
Hierarchical hypothesis structure for ensemble learning. ICNC-FSKD (2017)
Chun-Cheng Lin, Lei Shu, Der-Jiunn Deng, Tzu-Lei Yeh, Yu-Hsiang Chen, Hsin-Lung Hsieh
A MapReduce-Based Ensemble Learning Method with Multiple Classifier Types and Diversity for Condition-Based Maintenance with Concept Drifts. IEEE Cloud Comput. 4 (6) (2017)
Jen-Tzung Chien, Hsin-Lung Hsieh
Bayesian group sparse learning for music source separation. EURASIP J. Audio Speech Music. Process. 2013 (2013)
Jen-Tzung Chien, Hsin-Lung Hsieh
Nonstationary Source Separation Using Sequential and Variational Bayesian Learning. IEEE Trans. Neural Networks Learn. Syst. 24 (5) (2013)
Jen-Tzung Chien, Hsin-Lung Hsieh
Convex Divergence ICA for Blind Source Separation. IEEE Trans. Speech Audio Process. 20 (1) (2012)
Jen-Tzung Chien, Hsin-Lung Hsieh
Bayesian Group Sparse Learning for Nonnegative Matrix Factorization. INTERSPEECH (2012)
Hsin-Lung Hsieh, Jen-Tzung Chien
Nonstationary and temporally correlated source separation using Gaussian process. ICASSP (2011)
Hsin-Lung Hsieh, Jen-Tzung Chien
Online Gaussian process for nonstationary speech separation. INTERSPEECH (2010)
Hsin-Lung Hsieh, Jen-Tzung Chien
Online Bayesian learning for dynamic source separation. ICASSP (2010)
Hsin-Lung Hsieh, Jen-Tzung Chien
A new nonnegative matrix factorization for independent component analysis. ICASSP (2010)
Hsin-Lung Hsieh, Jen-Tzung Chien, Koichi Shinoda, Sadaoki Furui
Independent component analysis for noisy speech recognition. ICASSP (2009)
Jen-Tzung Chien, Hsin-Lung Hsieh, Sadaoki Furui
A new mutual information measure for independent component alalysis. ICASSP (2008)
Hsin-Lung Hsieh, Din-Yuen Chan
A Tonal Features Exploration Algorithm with Independent Component Analysis. MMM (2004)
Din-Yuen Chan, H. Y. Cheng, Hsin-Lung Hsieh
Tissue separation in MR images - from supervised to unsupervised classification. J. Vis. Commun. Image Represent. 15 (2) (2004)