| 2025 | ICASSP | DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling. | Yen-Tung Yeh, Yu-Hua Chen, Yuan-Chiao Cheng, Jui-Te Wu, Jun-Jie Fu, Yi-Fan Yeh, Yi-Hsuan Yang |
| 2025 | ICML | MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners. | Fang-Duo Tsai, Shih-Lun Wu, Weijaw Lee, Sheng-Ping Yang, Bo-Rui Chen, Hao-Chung Cheng, Yi-Hsuan Yang |
| 2025 | IJCAI | METEOR: Melody-aware Texture-controllable Symbolic Music Re-Orchestration via Transformer VAE. | Dinh-Viet-Toan Le, Yi-Hsuan Yang |
| 2023 | ICASSP | Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. | Shih-Lun Wu, Yi-Hsuan Yang |
| 2022 | ICASSP | Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model. | Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang |
| 2022 | ICASSP | Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. | Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martnez Ramrez, Yuki Mitsufuji, Yi-Hsuan Yang |
| 2022 | ICASSP | KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE Using Mel-Spectrograms. | Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang |
| 2021 | AAAI | Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. | Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang |
| 2021 | ICML | Relative Positional Encoding for Transformers with Linear Complexity. | Antoine Liutkus, Ondrej Cfka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gal Richard |
| 2020 | ICASSP | A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. | Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier |
| 2020 | ICASSP | Addressing The Confounds Of Accompaniments In Singer Identification. | Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang |
| 2020 | ICASSP | Speech-To-Singing Conversion in an Encoder-Decoder Framework. | Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang |
| 2020 | Interspeech | Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. | Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang |
| 2020 | Interspeech | Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. | Da-Yi Wu, Yi-Hsuan Yang |
| 2020 | MMSP | Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. | Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su |
| 2019 | AAAI | PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. | Bryan Wang, Yi-Hsuan Yang |
| 2019 | ICASSP | Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. | Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang |
| 2019 | ICASSP | A Streamlined Encoder/decoder Architecture for Melody Extraction. | Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang |
| 2019 | ICASSP | Multitask Learning for Frame-level Instrument Recognition. | Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang |
| 2019 | IJCAI | Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. | Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang |
| 2019 | IJCAI | Musical Composition Style Transfer via Disentangled Timbre Representations. | Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang |
| 2019 | IJCAI | Dilated Convolution with Dilated GRU for Music Source Separation. | Jen-Yu Liu, Yi-Hsuan Yang |
| 2019 | IJCNN | Deep Cyclic Group Networks. | Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang |
| 2019 | IUI | A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. | Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang |
| 2019 | MMSP | Multi-label Few-shot Learning for Sound Event Recognition. | Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang |
| 2019 | WWW | Collaborative Similarity Embedding for Recommender Systems. | Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang |
| 2018 | AAAI | MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment. | Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang |
| 2018 | AAAI | Generating Music Medleys via Playing Music Puzzle Games. | Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang |
| 2018 | CIKM | Modeling Multi-way Relations with Hypergraph Embedding. | Chia-An Yu, Ching-Lun Tai, Tak-Shing Chan, Yi-Hsuan Yang |
| 2018 | ICMLA | Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. | Yi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen |
| 2018 | ICMLA | Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. | Hao-Min Liu, Yi-Hsuan Yang |
| 2018 | ICMLA | Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. | Jen-Yu Liu, Yi-Hsuan Yang |
| 2018 | IJCAI | Learning to Recognize Transient Sound Events using Attentional Supervision. | Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang |
| 2017 | CIKM | Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation. | Chia-An Yu, Tak-Shing Chan, Yi-Hsuan Yang |
| 2017 | ICASSP | Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram. | Lufei Gao, Li Su, Yi-Hsuan Yang, Tan Lee |
| 2017 | ICASSP | Automatic conversion of Pop music into chiptunes for 8-bit pixel art. | Shih-Yang Su, Cheng-Kai Chiu, Li Su, Yi-Hsuan Yang |
| 2017 | ICASSP | Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks. | Ting-Wei Su, Jen-Yu Liu, Yi-Hsuan Yang |
| 2017 | ICASSP | Deep-net fusion to classify shots in concert videos. | Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao |
| 2017 | ICASSP | Revisiting the problem of audio-based hit song prediction using convolutional neural networks. | Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen |
| 2016 | RecSys | Query-based Music Recommendations via Preference Embedding. | Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang |
| 2016 | RecSys | Addressing Cold Start for Next-song Recommendation. | Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin |
| 2015 | ICASSP | Vocal activity informed singing voice separation with the iKala dataset. | Tak-Shing Chan, Tzu-Chun Yeh, Zhe-Cheng Fan, Hung-Wei Chen, Li Su, Yi-Hsuan Yang, Jyh-Shing Roger Jang |
| 2015 | ICASSP | The AMG1608 dataset for music emotion recognition. | Yu-An Chen, Yi-Hsuan Yang, Ju-Chiang Wang, Homer H. Chen |
| 2015 | ICASSP | Informed monaural source separation of music based on convolutional sparse coding. | Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg |
| 2015 | RecSys | Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. | Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang |
| 2014 | ICASSP | Linear regression-based adaptation of music emotion recognition models for personalization. | Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen |
| 2014 | ICASSP | Modified lasso screening for audio word-based music classification using large-scale dictionary. | Ping-Keng Jao, Chin-Chia Michael Yeh, Yi-Hsuan Yang |
| 2014 | ICASSP | Improving music auto-tagging by intra-song instance bagging. | Chin-Chia Michael Yeh, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang |
| 2014 | ICASSP | Sparse cepstral codes and power scale for instrument identification. | Li-Fan Yu, Li Su, Yi-Hsuan Yang |
| 2014 | ICDM | Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. | Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang |
| 2014 | ISM | Music Driven Human Motion Manipulation for Characters in a Video. | Che-Hua Yeh, Yi-Hsuan Yang, Ming-Hsu Chang, Hong-Yuan Mark Liao |
| 2013 | ICASSP | Singing voice timbre classification of Chinese popular music. | Cheng-Ya Sha, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen |
| 2013 | ICASSP | Dual-layer bag-of-frames model for music genre classification. | Chin-Chia Michael Yeh, Li Su, Yi-Hsuan Yang |
| 2012 | WWW | Music retagging using label propagation and robust principal component analysis. | Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo |
| 2011 | CVPR | Unsupervised auxiliary visual words discovery for large-scale image object retrieval. | Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu |
| 2011 | MMSP | Automatic highlights extraction for drama video using music emotion and human face features. | Keng-Sheng Lin, Ann Lee, Yi-Hsuan Yang, Cheng-Te Lee, Homer H. Chen |
| 2009 | ICASSP | Music emotion ranking. | Yi-Hsuan Yang, Homer H. Chen |
| 2009 | ISCAS | Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information. | Heng Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen |
| 2009 | SIGIR | Personalized music emotion recognition. | Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen |
| 2006 | ISM | Smooth Playout Control for Video Streaming over Error-Prone Channels. | Yi-Hsuan Yang, Meng-Ting Lu, Homer H. Chen |