177 citations · 509 across the 26 of their papers we have counts for
4 papers · 1 filter
Listen to Dance: Music-driven choreography generation using Autoregressive Encoder-Decoder Network
Juheon Lee, Seohyun Kim, Kyogu Lee
Automatic choreography generation is a challenging task because it often requires an understanding of two abstract concepts - music and dance - which are realized in the two differ…
Content-based feature exploration for transparent music recommendation using self-attentive genre classification
Seungjin Lee, Juheon Lee, Kyogu lee
Interpretation of retrieved results is an important issue in music recommender systems, particularly from a user perspective. In this study, we investigate the methods for providin…
Music Source Separation Using Stacked Hourglass Networks
Sungheon Park, Taehoon Kim, Kyogu Lee +1
In this paper, we propose a simple yet effective method for multiple music source separation using convolutional neural networks. Stacked hourglass network, which was originally de…
Separation of Instrument Sounds using Non-negative Matrix Factorization with Spectral Envelope Constraints
Jeongsoo Park, Jaeyoung Shin, Kyogu Lee
Spectral envelope is one of the most important features that characterize the timbre of an instrument sound. However, it is difficult to use spectral information in the framework o…