Yi-Hsuan Yang

activity

20152023

most citedThe Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures

38 citations · 265 across the 39 of their papers we have counts for

collaborators

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2 papers · 1 filter

eess.SP2018★ 23 cited

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation

Tak-Shing T. Chan, Yi-Hsuan Yang

Recently, the principal component pursuit has received increasing attention in signal processing research ranging from source separation to video surveillance. So far, all existing…

eess.SP2018★ 31 cited

Polar $n$ -Complex and $n$ -Bicomplex Singular Value Decomposition and Principal Component Pursuit

Tak-Shing T. Chan, Yi-Hsuan Yang

Informed by recent work on tensor singular value decomposition and circulant algebra matrices, this paper presents a new theoretical bridge that unifies the hypercomplex and tensor…

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation

Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit

Polar $n$ -Complex and $n$ -Bicomplex Singular Value Decomposition and Principal Component Pursuit