AI-Generated Music Detection

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3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. A Stem-Agnostic Approach to Hybrid AI Music Detection

    Sep 22, 2026Richa Namballa, François Rigaud, Romain HennequinAI-Generated Music Detection

    Music and Audio Research Laboratory, New York University, USA · Deezer Research, Paris, France · Deezer Research

  2. ArtifactBench: Lineage-Aware Evaluation of AI-Generated Music Detectors under Distribution Shift

    Sep 20, 2026Heewon OhData LeakageDistribution Shift

    Intrect

  3. Audio Deepfake Detection Using Temporal Coherence Analysis

    Sep 8, 2026Justin D. Norman, Sarah BarringtonAudio Deepfake DetectionExplainable Deepfake Detection

    University of California, Berkeley

  4. Assessing AI-generated music detection in real-world broadcast monitoring

    Aug 7, 2026David López-Ayala, Fernando García de la Cruz, Pablo Zinemanas +2Audio Deepfake DetectionDomain Generalization

    Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain · BMAT Licensing S.L., Barcelona, Spain

  5. How Much AI Is in This Track? Quantifying the Proportion of AI-Generated Stems in Hybrid Music Mixtures

    Aug 7, 2026Fernando Garcia de la Cruz, David López-Ayala, Pablo Zinemanas +2AI-Generated Music Detection

    Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain · BMAT Licensing S.L., Barcelona, Spain

  6. Improved Robustness in AI-Generated Music Detection

    Jul 29, 2026Emile Dugelay, Thomas Barand, Aurélien Laouar +3Audio Deepfake DetectionExplainable Deepfake Detection

    Department of Computer Science, Ecole Centrale de Lyon, France · Deezer Research, Paris, France

  7. Detection of AI-generated stems within hybrid human-AI music

    Jul 29, 2026François Rigaud, Gabriel Meseguer-Brocal, Benjamin Martin +1Audio Deepfake DetectionAI-Generated Music Detection

    Deezer Research, Paris, France

  8. Finding the noise: Zero-shot AI Music Detection

    Jul 28, 2026Darius Afchar, Romain HennequinAudio Deepfake DetectionAI-Generated Music Detection

    Deezer Research

  9. Beyond Artifacts: Towards Generalizable Synthetic Song Detection via Music-Intrinsic Features

    Jun 15, 2026Yan Han, Zhibin Wen, Yuan Wang +4Audio Deepfake DetectionAI-Generated Music Detection

    Central Conservatory of Music · Southern University of Science and Technology · Fudan University

  10. Probing Token Spaces under Generator Shift in AI-Generated Music Detection

    Jun 7, 2026Joonyong Park, Jungwoo Kim, Junyoung Koh +1Audio Representation LearningAudio Deepfake Detection

    1The University of Tokyo, Tokyo, Japan · 3Yonsei University, Seoul, Republic of Korea. · 2MAAP Lab

  11. HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark

    Jun 1, 2026Seonghyeon Go, Yumin KimAudio Deepfake DetectionAI-Generated Music Detection

  12. MusicDET: Zero-Shot AI-Generated Music Detection

    May 18, 2026Chaolei Han, Hongsong Wang, Jie GuiAudio Deepfake DetectionAI-Generated Music Detection

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China +2

  13. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Apr 17, 2026Heewon OhAudio Deepfake DetectionDigital Forensics

    Intrect / MARTE Lab, Dongguk University, Seoul, South Korea

  14. Echoes: A semantically-aligned music deepfake detection dataset

    Mar 24, 2026Octavian Pascu, Dan Oneata, Horia Cucu +1Audio Deepfake DetectionAI-Generated Music Detection

    Politehnica Bucharest, Romania · Fraunhofer AISEC, Germany · Resemble AI