Yuan-Shan Lee

National Central University — Taiwan

Computer Science · Physical Sciences

9h-index335citations35works0.02yr avg
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Research Topics

Speech and Audio Processing(17), Music and Audio Processing(17), Blind Source Separation Techniques(8), Face and Expression Recognition(6), Text and Document Classification Technologies(5)

Publications35 total

Dense Adversarial Transfer Learning Based On Class-Invariance
2023
Speech Separation Using Augmented-Discrimination Learning on Squash-Norm Embedding Vector and Node Encoder
IEEE Access·2022· 20 citedOpen Access
Sentiment Analysis Using Residual Learning with Simplified CNN Extractor
2019· 14 cited
Locality Preserving Discriminative Complex-Valued Latent Variable Model
2018
Learning a Hierarchical Latent Semantic Model for Multimedia Data
2018
Playing Technique Classification Based on Deep Collaborative Learning of Variational Auto-Encoder and Gaussian Process
2018· 2 cited
Locality-Preserving Complex-Valued Gaussian Process Latent Variable Model for Robust Face Recognition
2018· 1 cited
Complex-Valued Gaussian Process Latent Variable Model for Phase-Incorporating Speech Enhancement
2018
Hierarchical Representation Based on Bayesian Nonparametric Tree-Structured Mixture Model for Playing Technique Classification
2017· 4 cited
Discriminative Training of Complex-valued Deep Recurrent Neural Network for Singing Voice Separation
2017· 8 cited
Hand gesture recognition based on Bayesian sensing hidden Markov models and Bhattacharyya divergence
2017· 6 cited
強健性音訊處理研究:從訊號增強到模型學習;A Study on Robust Audio Processing: From Signal Enhancement to Model Learning
2017
Source separation using dictionary learning and deep recurrent neural network with locality preserving constraint
2017· 5 cited
Fully complex deep neural network for phase-incorporating monaural source separation
2017· 39 cited
Exemplar-embed complex matrix factorization for facial expression recognition
2017· 6 cited
Phase-incorporating Speech Enhancement Based on Complex-valued Gaussian Process Latent Variable Model
arXiv (Cornell University)·2016· 2 citedOpen Access
Complex Matrix Factorization for Face Recognition
arXiv (Cornell University)·2016· 4 citedOpen Access
Spatial dispersion constrained NMF for monaural source separation
2016· 4 cited
Locality-preserving K-SVD Based Joint Dictionary and Classifier Learning for Object Recognition
2016· 9 cited
Compressive Sensing-Based Speech Enhancement
IEEE/ACM Transactions on Audio Speech and Language Processing·2016· 59 cited
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Frequent Co-authors

Jia‐Ching Wang(33), Sih-Huei Chen(12), Tzu-Chiang Tai(5), Viet-Hang Duong(5), Bach-Tung Pham(5), Wen-Chi Hsieh(4), Seksan Mathulaprangsan(4), Tuan Van Pham(4), Chung‐Hsien Wu(3), Chien-Yao Wang(3), Pham The Bao(3), Rocky Lo(2), Chia‐Yen Chen(2), Po‐Chuan Lin(2), Khai-Thinh Nguyen(2), Yan-Bo Lin(2), Andri Santoso(2), Ari Hernawan(2), Yen-Lin Chiang(2), Shao-Hui Wu(2)