Ziwon Hyung

Ph.D. Candidate

Contacts

ziotoss@snu.ac.kr ziotoss@gmail.com

Research Interests

  • Context-based Music Recommendation
  • Machine Learning
  • Blind Source Separation

Publications

  • Hyung, Ziwon, Kibeom Lee, and Kyogu Lee. "Music recommendation using text analysis on song requests to radio stations." Expert Systems with Applications 41.5 (2014): 2608-2618.
  • Hyung, Ziwon, and Kyogu Lee. "Recommending Music Based on Probabilistic Latent Semantic Analysis on Korean Radio Episodes." Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on. IEEE, 2013.
  • Lee, Kyogu, Ziwon Hyung, and Juhan Nam. "Acoustic scene classification using sparse feature learning and event-based pooling." Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on. IEEE, 2013.
  • Hyung, Ziwon, MyoungA Lee, and Kyogu Lee. "Music recommendation based on text mining." IMMM 2012, The Second International Conference on Advances in Information Mining and Management. 2012.
  • Han, Byeong-jun, et al. "A content-based music similarity retrieval scheme by using BoW representation and LSH-based retrieval." (2010).

Projects

  • Music Recommender Systems
  • Music-lyrics Alignment
  • Development of Voice-based Diagnostic Marker for Depression