Xiaoshuo Xu — accepted AI-conference papers

2020

Learning a Representation for Cover Song Identification Using Convolutional Neural Network

Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

ICASSP 2020accepted

Cover song identification is a challenging task in the field of Music Information Retrieval (MIR) due to complex musical variations between query tracks and cover versions. Previous works typically utilize hand-crafted features and alignment algorithms for the task. More recently, further breakthrou…

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2018

Effective Cover Song Identification Based on Skipping Bigrams

Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

ICASSP 2018accepted

So far, few cover song identification systems that utilize index techniques achieve great success. In this paper, we propose a novel approach based on skipping bigrams that could be used for effective index. By applying Vector Quantization, our algorithm encodes signals into code sequences. Then, th…

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