Yuan-Shan Lee

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Matrix Factorization

Gaussian Process

Source Separation

Top Venues

Publications

Bach-Tung Pham, Ting-Yu Wang, Phuong Le Thi, Khai-Thinh Nguyen, Yuan-Shan Lee, Tzu-Chiang Tai, Jia-Ching Wang
Dense Adversarial Transfer Learning Based On Class-Invariance. ICASSP (2023)
Ha Minh Tan, Kai-Wen Liang, Yuan-Shan Lee, Chung-Ting Li, Yung-Hui Li, Jia-Ching Wang
Speech Separation Using Augmented-Discrimination Learning on Squash-Norm Embedding Vector and Node Encoder. IEEE Access 10 (2022)
Seksan Mathulaprangsan, Yuan-Shan Lee, Jia-Ching Wang
Locality Preserved Joint Nonnegative Matrix Factorization for Speech Emotion Recognition. IEICE Trans. Inf. Syst. (4) (2019)
Nguyen Khai Thinh, Cao Hong Nga, Yuan-Shan Lee, Meng-Lun Wu, Pao-Chi Chang, Jia-Ching Wang
Sentiment Analysis Using Residual Learning with Simplified CNN Extractor. ISM (2019)
Sih-Huei Chen, Yuan-Shan Lee, Jia-Ching Wang
Locality Preserving Discriminative Complex-Valued Latent Variable Model. ICPR (2018)
Viet-Hang Duong, Yuan-Shan Lee, Jian-Jiun Ding, Bach-Tung Pham, Manh-Quan Bui, Pham The Bao, Jia-Ching Wang
Projective complex matrix factorization for facial expression recognition. EURASIP J. Adv. Signal Process. 2018 (2018)
Sih-Huei Chen, Yuan-Shan Lee, Min-Che Hsieh, Jia-Ching Wang
Playing Technique Classification Based on Deep Collaborative Learning of Variational Auto-Encoder and Gaussian Process. ICME (2018)
Shao Hui Wu, Yuan-Shan Lee, Sih-Huei Chen, Jia-Ching Wang
Learning a Hierarchical Latent Semantic Model for Multimedia Data. ICPR (2018)
Sih-Huei Chen, Yuan-Shan Lee, Jia-Ching Wang
Complex-Valued Gaussian Process Latent Variable Model for Phase-Incorporating Speech Enhancement. ICASSP (2018)
Sih-Huei Chen, Yuan-Shan Lee, Yu-Sheng Hsu, Chung-Hsien Wu, Jia-Ching Wang
Locality-Preserving Complex-Valued Gaussian Process Latent Variable Model for Robust Face Recognition. ICASSP (2018)
Sih-Huei Chen, Ari Hernawan, Yuan-Shan Lee, Jia-Ching Wang
Hand gesture recognition based on Bayesian sensing hidden Markov models and Bhattacharyya divergence. ICIP (2017)
Viet-Hang Duong, Yuan-Shan Lee, Jian-Jiun Ding, Bach-Tung Pham, Manh-Quan Bui, Pham The Bao, Jia-Ching Wang
Exemplar-embed complex matrix factorization for facial expression recognition. ICASSP (2017)
Viet-Hang Duong, Manh-Quan Bui, Jian-Jiun Ding, Yuan-Shan Lee, Bach-Tung Pham, Pham The Bao, Jia-Ching Wang
A New Approach of Matrix Factorization on Complex Domain for Data Representation. IEICE Trans. Inf. Syst. (12) (2017)
Sih-Huei Chen, Shao Hui Wu, Yuan-Shan Lee, Rocky Lo, Jia-Ching Wang
Hierarchical Representation Based on Bayesian Nonparametric Tree-Structured Mixture Model for Playing Technique Classification. ACM Multimedia (Thematic Workshops) (2017)
Pham Tuan, Yuan-Shan Lee, Seksan Mathulaprangsan, Jia-Ching Wang
Source separation using dictionary learning and deep recurrent neural network with locality preserving constraint. ICME (2017)
Tuan Pham, Yuan-Shan Lee, Yan-Bo Lin, Yung-Hui Li, Tzu-Chiang Tai, Jia-Ching Wang
Single channel source separation using graph sparse NMF and adaptive dictionary learning. Intell. Data Anal. 21 (S1) (2017)
Yuan-Shan Lee, Chien-Yao Wang, Shu-Fan Wang, Jia-Ching Wang, Chung-Hsien Wu
Fully complex deep neural network for phase-incorporating monaural source separation. ICASSP (2017)
Yuan-Shan Lee, Kuo Yu, Sih-Huei Chen, Jia-Ching Wang
Discriminative Training of Complex-valued Deep Recurrent Neural Network for Singing Voice Separation. ACM Multimedia (2017)
Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang
Complex Matrix Factorization for Face Recognition. CoRR (2016)
Sih-Huei Chen, Yuan-Shan Lee, Jia-Ching Wang
Phase-incorporating Speech Enhancement Based on Complex-valued Gaussian Process Latent Variable Model. CoRR (2016)
Yan-Bo Lin, Yuan-Shan Lee, Tuan Pham, Tzu-Chiang Tai, Jia-Ching Wang
A novel approach for single channel source separation. ICCE-TW (2016)
Yuan-Shan Lee, Chien-Yao Wang, Seksan Mathulaprangsan, Jia Hao Zhao, Jia-Ching Wang
Locality-preserving K-SVD Based Joint Dictionary and Classifier Learning for Object Recognition. ACM Multimedia (2016)
Jia-Ching Wang, Yuan-Shan Lee, Chang-Hong Lin, Shu-Fan Wang, Chih-Hao Shih, Chung-Hsien Wu
Compressive Sensing-Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Pham The Bao, Jia-Ching Wang
NMF-based image segmentation. ICCE-TW (2016)
Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang
Spatial dispersion constrained NMF for monaural source separation. ISCSLP (2016)
Jia-Ching Wang, Yuan-Shan Lee, Chang-Hong Lin, Ernestasia Siahaan, Chung-Hsien Yang
Robust Environmental Sound Recognition With Fast Noise Suppression for Home Automation. IEEE Trans Autom. Sci. Eng. 12 (4) (2015)
Sih-Huei Chen, Andri Santoso, Yuan-Shan Lee, Jia-Ching Wang
Latent dirichlet allocation based blog analysis for criminal intention detection system. ICCST (2015)
Jia-Ching Wang, Yuan-Shan Lee, Yu-Hao Chin, Ying-Ren Chen, Wen-Chi Hsieh
Hierarchical Dirichlet Process Mixture Model for Music Emotion Recognition. IEEE Trans. Affect. Comput. 6 (3) (2015)
Tuan Pham, Yuan-Shan Lee, Yan-Bo Lin, Tzu-Chiang Tai, Jia-Ching Wang
Single Channel Source Separation Using Sparse NMF and Graph Regularization. ASE BD&SI (2015)
Yan-Bo Lin, Pham Tuan, Yuan-Shan Lee, Jia-Ching Wang
結合β距離與圖形正規限制式之非負矩陣分解應用於單通道訊號源分離(Monaural Source Separation Using Nonnegative Matrix Factorization with Graph Regularization Constraint) [In Chinese]. ROCLING (2015)
Yuan-Shan Lee, Rocky Lo, Chia-Yen Chen, Po-Chuan Lin, Jia-Ching Wang
News topics categorization using latent Dirichlet allocation and sparse representation classifier. ICCE-TW (2015)
Ari Hernawan, Yuan-Shan Lee, Andri Santoso, Chien-Yao Wang, Jia-Ching Wang
Bayesian Sensing Hidden Markov Model for Hand Gesture Recognition. ASE BD&SI (2015)
Sih-Huei Chen, Yuan-Shan Lee, Wen-Chi Hsieh, Jia-Ching Wang
Music emotion recognition using deep Gaussian process. APSIPA (2015)
Wen-Chi Hsieh, Chin-Wen Ho, Viet-Hang Duong, Yuan-Shan Lee, Jia-Ching Wang
2D semi-NMF of scale-frequency map for environmental sound classification. APSIPA (2014)