Kai-Hsiang Cheng — accepted AI-conference papers

2020

Addressing The Confounds Of Accompaniments In Singer Identification

Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang

ICASSP 2020accepted

Identifying singers is an important task with many applications. However, the task remains challenging due to many issues. One major issue is related to the confounding factors from the background instrumental music that is mixed with the vocals in music production. A singer identification model may…

Cited by 18 Source ↗Scholar ↗

2019

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

ICASSP 2019accepted

In this paper, we introduce a novel attentional similarity module for the problem of few-shot sound recognition. Given a few examples of an unseen sound event, a classifier must be quickly adapted to recognize the new sound event without much fine-tuning. The proposed attentional similarity module c…

Cited by 0 Source ↗Scholar ↗