Xia Liang

2 accepted papers

2024

ByteHum: Fast and Accurate Query-by-Humming in the Wild

Xingjian Du, Pei Zou, Mingyu Liu, Xia Liang, Minghang Chu, Bilei Zhu

ICASSP 2024accepted

Query by Humming (QBH) is a practically meaningful task, while most existing methods struggle to scale to real-life applications due to the complex preprocessing for building the database and the limited search speed. In this paper, we propose the ByteHum system, a fast and efficient humming retriev…

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2023

Bytecover3: Accurate Cover Song Identification On Short Queries

Xingjian Du, Zijie Wang, Xia Liang, Huidong Liang, Bilei Zhu, Zejun Ma

ICASSP 2023accepted

Deep learning based methods have become a paradigm for cover song identification (CSI) in recent years, where the ByteCover systems have achieved state-of-the-art results on all the mainstream datasets of CSI. However, with the burgeon of short videos, many real-world applications require matching s…

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