Yi-An Chen — accepted AI-conference papers

2019

Multitask Learning for Frame-level Instrument Recognition

Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang

ICASSP 2019accepted

For many music analysis problems, we need to know the presence of instruments for each time frame in a multi-instrument musical piece. However, such a frame-level instrument recognition task remains difficult, mainly due to the lack of labeled datasets. To address this issue, we present in this pape…

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2017

Revisiting the problem of audio-based hit song prediction using convolutional neural networks

Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen

ICASSP 2017accepted

Being able to predict whether a song can be a hit has important applications in the music industry. Although it is true that the popularity of a song can be greatly affected by external factors such as social and commercial influences, to which degree audio features computed from musical signals (wh…

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