| Issue Date | Title | Author(s) | Relation | scopus | WOS | Fulltext/Archive link |
| - | A Generative Approach to Music Emotion Modeling – Algorithm, Application, and Analysis | Wang, Ju-Chiang; Yang, Yi-Hsuan; Wang, Hsin-Min; Jeng, Shyh-Kang | ACM Transactions on Information Systems | | | |
| 2013 | A large in-situ dataset for context-aware music recommendation on smartphones | Teng, Yuan-Ching; Kuo, Ying-Shu; Yang, Yi-Hsuan | | | | |
| 2013 | Dual-layer bag-of-frames model for music genre classification | Yeh, Chin-Chia; Su, Li; Yang, Yi-Hsuan | | | | |
| 2012 | Exploring the relationship between categorical and dimensional emotion semantics of music | Wang, Ju-Chiang; Yang, Yi-Hsuan; Chang, Kaichun; Wang, Hsin-Min; Jeng, Shyh-Kang | | | | |
| 2014 | Improving Music Auto-tagging by Intra-song Instance Bagging | Yeh, Chin-Chia Michael; Wang, Ju-Chiang; Yang, Yi-Hsuan; Wang, Hsin-Min | | | | |
| 2014 | Linear regression-based adaptation of music emotion recognition models for personalization | Chen, Yu-An; Wang, Ju-Chiang; Yang, Yi-Hsuan; Chen, Homer H. | | | | |
| 2013 | Low-rank representation of both singing voice and music accompaniment via learned dictionaries | Yang, Yi-Hsuan | | | | |
| 2014 | Modified LASSO Screening for Audio Word-based Music Classification Using Large-scale Dictionary | Jao, Ping-Keng; Yeh, Chin-Chia Michael; Yang, Yi-Hsuan | | | | |
| 2013 | Music recommendation based on multiple contextual similarity information | Chen, Chin-Ming; Tsai, Ming-Fan; Liu, Jen-Yu; Yang, Yi-Hsuan | | | | |
| 2012 | Personalized Music Emotion Recognition via Model Adaptation | Wang, Ju-Chiang; Yang, Yi-Hsuan; Wang, Hsin-Min; Jeng, Shyh-Kang | | | | |
| 2013 | Singing voice timbre classification of Chinese popular music | Sha, Cheng-Ya; Yang, Yi-Hsuan; Lin, Yu-Ching; Chen, Homer H. | | | | |
| 2014 | Sparse Cepstral Codes and Power Scale for Instrument Identification | Yu, Li-Fan; Su, Li; Yang, Yi-Hsuan | | | | |
| 2012 | The Acoustic Emotion Gaussians Model for Emotion-Based Music Annotation and Retrieval | Wang, Ju-Chiang; Yang, Yi-Hsuan; Wang, Hsin-Min; Jeng, Shyh-Kang | | | | |
| 2012 | The Acousticvisual Emotion Gaussians Model for Automatic Generation of Music Video | Wang, Ju-Chiang; Yang, Yi-Hsuan; Jhuo, I-Hong; Lin, Yen-Yu; Wang, Hsin-Min | | | | |
| 2012 | The Acousticvisual Emotion Guassians Model for Automatic Generation of Music Video | Wang, Ju-Chiang; Yang, Yi-Hsuan; Jhuo, I-Hong; Lin, Yen-Yu; Wang, Hsin-Min | | | | |
| - | Toward Active Model Adaptation for Personalized Music Emotion Recognition | Wang, Ju-Chiang; Yang, Yi-Hsuan; Wang, Hsin-Min; Jeng, Shyh-Kang | IEEE Trans. on Audio, Speech, and Language Processing | | | |
| 2013 | Towards real-time music auto-tagging using sparse features | Yang, Yi-Hsuan | | | | |
| 2013 | Using Emotional Context from Article for Contextual Music Recommendation | Chen, Chin-Ming; Tsai, Ming-Fan; Liu, Jen-Yu; Yang, Yi-Hsuan | | | | |
