12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.SD2021
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking
Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao +3
Due to advances in deep learning, the performance of automatic beat and downbeat tracking in musical audio signals has seen great improvement in recent years. In training such deep…
cs.SD2021★ 12 cited
Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking
Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang
This paper presents a novel system architecture that integrates blind source separation with joint beat and downbeat tracking in musical audio signals. The source separation module…
eess.AS2020
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh +2
Blind music source separation has been a popular and active subject of research in both the music information retrieval and signal processing communities. To counter the lack of av…