2D semi-NMF of scale-frequency map for environmental sound classification. - Wen-Chi Hsieh; Chin-Wen Ho; Viet-Hang Duong; Yuan-Shan Lee; Jia-Ching Wang (APSIPA, 2014)

Music emotion recognition using deep Gaussian process. - Sih-Huei Chen; Yuan-Shan Lee; Wen-Chi Hsieh; Jia-Ching Wang (APSIPA, 2015)

Bayesian Sensing Hidden Markov Model for Hand Gesture Recognition. - Ari Hernawan; Yuan-Shan Lee; Andri Santoso; Chien-Yao Wang; Jia-Ching Wang (ASE BD&SI, 2015)

Single Channel Source Separation Using Sparse NMF and Graph Regularization. - Tuan Pham; Yuan-Shan Lee; Yan-Bo Lin; Tzu-Chiang Tai; Jia-Ching Wang (ASE BD&SI, 2015)

News topics categorization using latent Dirichlet allocation and sparse representation classifier. - Yuan-Shan Lee; Rocky Lo; Chia-Yen Chen; Po-Chuan Lin; Jia-Ching Wang (ICCE-TW, 2015)

Latent dirichlet allocation based blog analysis for criminal intention detection system. - Sih-Huei Chen; Andri Santoso; Yuan-Shan Lee; Jia-Ching Wang (ICCST, 2015)

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]. - Yan-Bo Lin; Pham Tuan; Yuan-Shan Lee; Jia-Ching Wang (ROCLING, 2015)

Hierarchical Dirichlet Process Mixture Model for Music Emotion Recognition. - Jia-Ching Wang; Yuan-Shan Lee; Yu-Hao Chin; Ying-Ren Chen; Wen-Chi Hsieh (IEEE Trans. Affect. Comput., 2015)

Robust Environmental Sound Recognition With Fast Noise Suppression for Home Automation. - Jia-Ching Wang; Yuan-Shan Lee; Chang-Hong Lin; Ernestasia Siahaan; Chung-Hsien Yang (IEEE Trans Autom. Sci. Eng., 2015)

NMF-based image segmentation. - Viet-Hang Duong; Yuan-Shan Lee; Bach-Tung Pham; Pham The Bao; Jia-Ching Wang (ICCE-TW, 2016)

A novel approach for single channel source separation. - Yan-Bo Lin; Yuan-Shan Lee; Tuan Pham; Tzu-Chiang Tai; Jia-Ching Wang (ICCE-TW, 2016)

Spatial dispersion constrained NMF for monaural source separation. - Viet-Hang Duong; Yuan-Shan Lee; Bach-Tung Pham; Seksan Mathulaprangsan; Pham The Bao; Jia-Ching Wang (ISCSLP, 2016)

Locality-preserving K-SVD Based Joint Dictionary and Classifier Learning for Object Recognition. - Yuan-Shan Lee; Chien-Yao Wang; Seksan Mathulaprangsan; Jia Hao Zhao; Jia-Ching Wang (ACM Multimedia, 2016)

Phase-incorporating Speech Enhancement Based on Complex-valued Gaussian Process Latent Variable Model. - Sih-Huei Chen; Yuan-Shan Lee; Jia-Ching Wang (CoRR, 2016)

Complex Matrix Factorization for Face Recognition. - Viet-Hang Duong; Yuan-Shan Lee; Bach-Tung Pham; Seksan Mathulaprangsan; Pham The Bao; Jia-Ching Wang (CoRR, 2016)

Compressive Sensing-Based Speech Enhancement. - Jia-Ching Wang; Yuan-Shan Lee; Chang-Hong Lin; Shu-Fan Wang; Chih-Hao Shih; Chung-Hsien Wu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Exemplar-embed complex matrix factorization for facial expression recognition. - Viet-Hang Duong; Yuan-Shan Lee; Jian-Jiun Ding; Bach-Tung Pham; Manh-Quan Bui; Pham The Bao; Jia-Ching Wang (ICASSP, 2017)

Fully complex deep neural network for phase-incorporating monaural source separation. - Yuan-Shan Lee; Chien-Yao Wang; Shu-Fan Wang; Jia-Ching Wang; Chung-Hsien Wu 001 (ICASSP, 2017)

Hand gesture recognition based on Bayesian sensing hidden Markov models and Bhattacharyya divergence. - Sih-Huei Chen; Ari Hernawan; Yuan-Shan Lee; Jia-Ching Wang (ICIP, 2017)

Source separation using dictionary learning and deep recurrent neural network with locality preserving constraint. - Pham Tuan; Yuan-Shan Lee; Seksan Mathulaprangsan; Jia-Ching Wang (ICME, 2017)

Hierarchical Representation Based on Bayesian Nonparametric Tree-Structured Mixture Model for Playing Technique Classification. - Sih-Huei Chen; Shao Hui Wu; Yuan-Shan Lee; Rocky Lo; Jia-Ching Wang (ACM Multimedia (Thematic Workshops), 2017)

Discriminative Training of Complex-valued Deep Recurrent Neural Network for Singing Voice Separation. - Yuan-Shan Lee; Kuo Yu; Sih-Huei Chen; Jia-Ching Wang (ACM Multimedia, 2017)

Single channel source separation using graph sparse NMF and adaptive dictionary learning. - Tuan Pham; Yuan-Shan Lee; Yan-Bo Lin; Yung-Hui Li; Tzu-Chiang Tai; Jia-Ching Wang (Intell. Data Anal., 2017)

A New Approach of Matrix Factorization on Complex Domain for Data Representation. - Viet-Hang Duong; Manh-Quan Bui; Jian-Jiun Ding; Yuan-Shan Lee; Bach-Tung Pham; Pham The Bao; Jia-Ching Wang (IEICE Trans. Inf. Syst., 2017)

Locality-Preserving Complex-Valued Gaussian Process Latent Variable Model for Robust Face Recognition. - Sih-Huei Chen; Yuan-Shan Lee; Yu-Sheng Hsu; Chung-Hsien Wu 001; Jia-Ching Wang (ICASSP, 2018)

Complex-Valued Gaussian Process Latent Variable Model for Phase-Incorporating Speech Enhancement. - Sih-Huei Chen; Yuan-Shan Lee; Jia-Ching Wang (ICASSP, 2018)

Playing Technique Classification Based on Deep Collaborative Learning of Variational Auto-Encoder and Gaussian Process. - Sih-Huei Chen; Yuan-Shan Lee; Min-Che Hsieh; Jia-Ching Wang (ICME, 2018)

Locality Preserving Discriminative Complex-Valued Latent Variable Model. - Sih-Huei Chen; Yuan-Shan Lee; Jia-Ching Wang (ICPR, 2018)

Learning a Hierarchical Latent Semantic Model for Multimedia Data. - Shao Hui Wu; Yuan-Shan Lee; Sih-Huei Chen; Jia-Ching Wang (ICPR, 2018)

Projective complex matrix factorization for facial expression recognition. - Viet-Hang Duong; Yuan-Shan Lee; Jian-Jiun Ding; Bach-Tung Pham; Manh-Quan Bui; Pham The Bao; Jia-Ching Wang (EURASIP J. Adv. Signal Process., 2018)

Sentiment Analysis Using Residual Learning with Simplified CNN Extractor. - Nguyen Khai Thinh; Cao Hong Nga; Yuan-Shan Lee; Meng-Lun Wu; Pao-Chi Chang; Jia-Ching Wang (ISM, 2019)

Locality Preserved Joint Nonnegative Matrix Factorization for Speech Emotion Recognition. - Seksan Mathulaprangsan; Yuan-Shan Lee; Jia-Ching Wang (IEICE Trans. Inf. Syst., 2019)

Speech Separation Using Augmented-Discrimination Learning on Squash-Norm Embedding Vector and Node Encoder. - Ha Minh Tan; Kai-Wen Liang; Yuan-Shan Lee; Chung-Ting Li; Yung-Hui Li; Jia-Ching Wang (IEEE Access, 2022)

Dense Adversarial Transfer Learning Based On Class-Invariance. - Bach-Tung Pham; Ting-Yu Wang; Phuong Le Thi; Khai-Thinh Nguyen; Yuan-Shan Lee; Tzu-Chiang Tai; Jia-Ching Wang (ICASSP, 2023)