Szu-Yu Chou

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 21

Top Topics

Music Recommendation

Implicit Feedback

Convolutional Neural Networks

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Xiaobin Zhuang, Tao Jiang, Szu-Yu Chou, Bin Wu, Peng Hu, Simon Lui
Litesing: Towards Fast, Lightweight and Expressive Singing Voice Synthesis. ICASSP (2021)
Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. IEEE Trans. Big Data 6 (1) (2020)
Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. ICASSP (2019)
Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang
Multi-label Few-shot Learning for Sound Event Recognition. MMSP (2019)
Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. IEEE Signal Process. Mag. 36 (1) (2019)
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Pop Music Highlighter: Marking the Emotion Keypoints. CoRR (2018)
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Pop Music Highlighter: Marking the Emotion Keypoints. Trans. Int. Soc. Music. Inf. Retr. 1 (1) (2018)
Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Learning to Recognize Transient Sound Events using Attentional Supervision. IJCAI (2018)
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Generating Music Medleys via Playing Music Puzzle Games. AAAI (2018)
Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Learning to match transient sound events using attentional similarity for few-shot sound recognition. CoRR (2018)
Soe-Tsyr Daphne Yuan, Szu-Yu Chou, Wei-Cheng Yang, Cheng-An Wu, Chih-Teng Huang
Customer engagement within multiple new media and broader business ecosystem - a holistic perspective. Kybernetes 46 (6) (2017)
Jyh-Shen Chiou, Szu-Yu Chou, George Chung-Chi Shen
Consumer choice of multichannel shopping: The effects of relationship investment and online store preference. Internet Res. 27 (1) (2017)
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games. CoRR (2017)
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. ICASSP (2017)
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. ISMIR (2017)
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Music thumbnailing via neural attention modeling of music emotion. APSIPA (2017)
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. CoRR (2017)
Szu-Yu Chou, Li-Chia Yang, Yi-Hsuan Yang, Jyh-Shing Roger Jang
Conditional preference nets for user and item cold start problems in music recommendation. ICME (2017)
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions. CoRR (2017)
Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin
Addressing Cold Start for Next-song Recommendation. RecSys (2016)
Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang, Tai-Shih Chi
Neural Network Based Next-Song Recommendation. CoRR (2016)
Szu-Yu Chou, Yi-Hsuan Yang, Yu-Ching Lin
Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics. ICME (2015)
Chien-Hung Huang, Szu-Yu Chou, Ka-Lok Ng
Improving protein complex classification accuracy using amino acid composition profile. Comput. Biol. Medicine 43 (9) (2013)