Discover: Disentangled music representation learning for cover song identification

J Xun, S Zhang, Y Yang, J Zhu, L Deng… - Proceedings of the 46th …, 2023 - dl.acm.org
In the field of music information retrieval (MIR), cover song identification (CSI) is a
challenging task that aims to identify cover versions of a query song from a massive …

Da-TACOS: A dataset for cover song identification and understanding

F Yesiler, C Tralie, AA Correya, DF Silva… - Proceedings of the …, 2019 - repositori.upf.edu
This paper focuses on Cover Song Identification (CSI), an important research challenge in
content-based Music Information Retrieval (MIR). Although the task itself is interesting and …

Learning a representation for cover song identification using convolutional neural network

Z Yu, X Xu, X Chen, D Yang - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
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 …

[PDF][PDF] Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification.

Z Yu, X Xu, X Chen, D Yang - IJCAI, 2019 - ijcai.org
Cover song identification is an important problem in the field of Music Information Retrieval.
Most existing methods rely on hand-crafted features and sequence alignment methods, and …

[PDF][PDF] WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification.

S Hu, B Zhang, J Lu, Y Jiang, W Wang, L Kong… - Interspeech, 2022 - researchgate.net
Cover song identification (CSI) has been a challenging task and an import topic in music
information retrieval (MIR) community. In recent years, CSI problems have been extensively …

Bytecover: Cover song identification via multi-loss training

X Du, Z Yu, B Zhu, X Chen, Z Ma - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
We present in this paper ByteCover, which is a new feature learning method for cover song
identification (CSI). Byte-Cover is built based on the classical ResNet model, and two major …

CoverHunter: Cover Song Identification with Refined Attention and Alignments

F Liu, D Tuo, Y Xu, X Han - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Cover Song Identification (CSI) focuses on finding the same music with different versions in
reference anchors given a query track. In this paper, we propose a novel system named …

Bytecover2: Towards dimensionality reduction of latent embedding for efficient cover song identification

X Du, K Chen, Z Wang, B Zhu… - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Convolutional neural network (CNN)-based methods have dominated the recent research of
cover song identification (CSI). A typical example is the ByteCover system we proposed …

Bytecover3: Accurate cover song identification on short queries

X Du, Z Wang, X Liang, H Liang… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
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 …

Fusing similarity functions for cover song identification

N Chen, W Li, H Xiao - Multimedia Tools and Applications, 2018 - Springer
Abstract Cover Song Identification (CSI) technique, refers to the process of identifying an
alternative version, performance, rendition, or recording of a previously recorded musical …