mlsanityData to 14 Oct 2026

Music Plagiarism Detection: Problem Formulation and a Segment-based Solution

arXiv 2601.21260 ↗First posted 29 Jan 2026cs.SD cs.AI cs.LGcited by 2

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Abstract (arXiv)

Recently, the problem of music plagiarism has emerged as an even more pressing social issue. As music information retrieval research advances, there is a growing effort to address issues related to music plagiarism. However, many studies, including our previous work, have conducted research without clearly defining what the music plagiarism detection task actually involves. This lack of a clear definition has slowed research progress and made it hard to apply results to real-world scenarios. To fix this situation, we defined how Music Plagiarism Detection is different from other MIR tasks and explained what problems need to be solved. We introduce the Similar Music Pair dataset to support this newly defined task. In addition, we propose a method based on segment transcription as one way to solve the task. Our demo and dataset are available at https://github.com/Mippia/ICASSP2026-MPD.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 10 of its 20 references that are in the map. First posted on arXiv 29 Jan 2026.

Builds on

10 of 20 references.

References · 10

  1. 2023MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Trainingcited by 181
  2. 2022Hybrid Transformers for Music Source Separationcited by 134
  3. 2023All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audiocited by 28
  4. 2022Melody transcription via generative pre-trainingcited by 24
  5. 2020Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learningcited by 16
  6. 2023ByteCover3: Accurate Cover Song Identification on Short Queriescited by 7
  7. 2023CoverHunter: Cover Song Identification with Refined Attention and Alignmentscited by 6
  8. 2025MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detectioncited by 3
  9. 2021Fine-Grained Music Plagiarism Detection: Revealing Plagiarists through Bipartite Graph Matching and a Comprehensive Large-Scale Datasetcited by 2
  10. 2025Real-world Music Plagiarism Detection With Music Segment Transcription Systemcited by 1

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 2.

2 papers.