Music Structure Analysis

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6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. JazzSAMBA: A Synchronous and Asynchronous Multi-take Band Audio Dataset of Jazz Standards for Live Music Models

    Sep 28, 2026Phillip Long, Jacob Nguyen, Jace Hosto +9AccompanimentMusic Structure Analysis

    University of California, San Diego · Independent Musician · Massachusetts Institute of Technology

  2. Building a Dataset for Music Sample Identification

    Sep 14, 2026R. Oguz Araz, Xavier Lizarraga, Xavier Serra +1Music Structure AnalysisSymbolic Music Generation

    Music Technology Group, Universitat Pompeu Fabra, Spain

  3. MUUNRiver-Bench: Diagnosing Relation-Dependent Music Retrieval with Multimodal Instructions

    Sep 14, 2026Zhancheng Guo, Congren Dai, Shangda Wu +4Music Structure AnalysisSimilarity and Metrics

    Central Conservatory of Music, Beijing, China · Tsinghua University, Beijing, China

  4. Project Qualia: Recovering Experiential Music Structure from Session Co-occurrence Data

    Sep 9, 2026Nizam Mohammed, Abu B. S. Rahman, Dimuthu D. K. ArachchigeMusic Structure AnalysisToken Co-Occurrence Graphs

    School of Computing, DePaul University, Chicago, IL 60604, USA · Department of Computer Science, Hampton University, VA 23669, USA

  5. Unifying Score and Performance for Fine-Grained Music Understanding in Audio-Language Models

    Sep 9, 2026Milan Liessens Dujardin, Song-Ze Yu, Kevin MiaoMusic Structure Analysis

  6. TimeCues Studio: A Workspace for Music Annotation and Algorithm Prototyping

    Sep 9, 2026Sapir Caduri, Yoav GoldbergMusic Structure AnalysisAnnotations

    Bar-Ilan University Ramat Gan, Israel

  7. On the Human and Computer Alignment of Attribute-Based Music Matches

    Sep 1, 2026Roser Batlle-Roca, Woosung Choi, Joan Serrà +5Music Structure AnalysisGenerative Artificial Intelligence

    Music Technology Group, Universitat Pompeu Fabra · Sony AI · Joint Research Centre, European Commission +1

  8. MADS: A Multiview Acoustic Descriptor Set Beyond Standard Spectral Summaries

    Sep 1, 2026Utsab Ghosh, Roshni ChakrabortyNeural AudioMusic Structure Analysis

    ABV-Indian Institute of Information Technology and Management, Gwalior, India.

  9. Steering dense music retrieval with open-vocabulary concept discovery

    Aug 9, 2026Julien Guinot, Alain Riou, Elio Quinton +1Music Structure AnalysisRetrieval Layer

    Music & Audio Machine Learning Lab, Universal Music Group, London, U.K. · Centre for Digital Music, Queen Mary University of London, U.K.

  10. Towards Robust Version Identification in the Wild: A Dataset, Benchmark, and Fine-Tuning Study

    Aug 5, 2026Simon Hachmeier, R. Oguz Araz, Dmitry Bogdanov +2Music Structure AnalysisVersion

    Berlin School of Library and Information Science, Humboldt-Universität zu Berlin, Germany · Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain

  11. Comparative Validation of GPT-4o-mini and Teacher Mean Scores for Automated Scoring of Music Analysis Responses: Single-Pass Deployment, Repeatability, and Strategy-Specific Bias

    Aug 3, 2026Baicheng Lin, Lingxi Jin, Kyung-Seok MinRubric-Based ScoringScoring

    Department of Education, Sejong University, South Korea · Department of Educational Technology, Ewha Womans University, South Korea

  12. Do Music Foundation Models Embed Pitch in Helical Structure?

    Jul 31, 2026Hayato Yagi, Shinnosuke Takamichi, Rin Sato +2Music Structure AnalysisFoundation Model

    Keio University, Japan · The University of Tokyo, Japan · Waseda University, Japan

  13. SKY-Piano: A Multimodal Piano Performance Dataset

    Jul 29, 2026Joonhyung Bae, Dawon Park, Taegyun Kwon +10InstrumentMusic Structure Analysis

    KAIST · Seoul National University · Yamaha Corporation

  14. GraphIDyOM: A graph-native Python reimplementation of IDyOM for musical expectation modelling

    Jul 28, 2026Lluc Bono RossellóMusic Structure AnalysisSymbolic Music Generation

    Institute for Interdisciplinary Studies on Artificial Intelligence (IRIDIA), Université Libre de Bruxelles, Brussels, Belgium

  15. RPPNet: Perceptually-Grouped Rhythm-Pitch Primitives for Long-Term Structure Melody Generation via Boundary-Aware Modeling

    Jul 22, 2026Tieyao Zhang, Yuke Liu, Jiaxing Yu +3Music Structure AnalysisText-To-Music

    Zhejiang Conservatory of Music, Hangzhou, China · Zhejiang University, Hangzhou, China · ZJU-ZJCM MusicAI Lab, Hangzhou, China

  16. From Prediction to Collaboration: Interactive Symbolic Music Analysis

    Jul 15, 2026Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth +1Music Structure AnalysisAnnotations

    Department of Computational Percepetion, Johannes Kepler University Linz, Austria · Anton Brukner University Linz, Austria

  17. Taste-aware music retrieval from audio embeddings

    Jul 3, 2026Matteo Spanio, Antonio RodàMusic Structure AnalysisOpencode

    University of Padua, Padua, Italy

  18. Evaluating Pretrained Music Embeddings for Cross-Performance Jazz Standard Recognition

    Jul 1, 2026Çağrı EserMusic Structure AnalysisSheet Music

    Department of Computer Engineering, Middle East Technical University, Ankara, Turkey.

  19. Beyond Binary Instrument QA: Probing Instrument Grounding in Music Audio-Language Models

    Jun 30, 2026Yujun Lee, Joonhyeok Shin, Hyoeun Kim +1Music Structure AnalysisLarge Audio Language Models

    Sungkyunkwan University

  20. Frequency-Aware Self-Supervised Music Representation Learning

    Jun 24, 2026Yicheng Gu, Junan Zhang, Jerry Li +2Spectral FeaturesMusic Structure Analysis

    Spellbrush, Akihabara, Tokyo 101-0021, Japan · Acoustic Lab, Department of Information and Communications Engineering (DICE), Aalto University, Espoo 02150, Finland · School of Data Science, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, China

  21. PolSeT: Polish Semantics of Timbre Dataset

    Jun 18, 2026Jan JasińskiMusic Structure AnalysisAcoustic

    AGH University of Krakow

  22. Turning music identification into a neural forward pass

    Jun 15, 2026Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus XiaMusic Structure AnalysisNeural Audio

    Music X Lab, Mohamed Bin Zayed University of Artificial Intelligence, UAE

  23. Moonlight in Latent Space: Chirality and Structural Correspondence Between Beethoven's Op. 27 No. 2 and Machine Learning Mechanisms

    Jun 12, 2026Chen Ying Claude, Zhihan LuoMusic Structure AnalysisBeethoven

    1Claude Code / Opus 4.6 (analysis, writing, code) · 2API / Fable 5 (statistical review, robustness analysis) · 3Independent researcher (phenomenological observation, score verification, editorial)

  24. FIGMA: Towards FIne-Grained Music retrievAl

    Jun 4, 2026Nishit Anand, Ashish Seth, Sreyan Ghosh +2Music Structure AnalysisContrastive Learning

    University of Maryland, College Park, USA

  25. A Lightweight Slot-Attention Framework for Multi-Instrument Multi-Pitch Estimation

    May 31, 2026Michael TaenzerMusic Structure AnalysisSymbolic Music Generation

    Electronic Media Technology Group Ilmenau University of Technology Ilmenau, Germany

  26. MusTBench: Benchmarking and Advancing Temporal Grounding in Music LLMs

    May 28, 2026Daeyong Kwon, Qiyu Wu, Shinobu Kuriya +6Music Structure AnalysisLarge Audio Language Models

    1Seoul National University · 2Sony Group Corporation · 3Sony AI

  27. MERIT: Learning Disentangled Music Representations for Audio Similarity

    May 26, 2026Abhinaba Roy, Junyi Liang, Dorien HerremansMusic Structure AnalysisAudio Understanding

    Singapore University of Technology and Design

  28. PitchBench: Measuring Pitch Hearing in Audio-Language Models

    May 25, 2026Milan Liessens Dujardin, Song-Ze Yu, Craver Corbyn Thomas-Smith +2Large Audio Language ModelsMusic Structure Analysis

    University of California, Berkeley · Thoughtful Lab

  29. Sonalyzer-Moz: A Framework for Analyzing the Structure of Mozart's Sonata Form

    May 18, 2026Jing Zhao, KokSheik Wong, Vishnu Monn Baskaran +2Music Structure AnalysisSymbolic Music Generation

    School of Information Technology, Monash University Malaysia, Malaysia · Department of Computer Science and Information Technology, La Trobe University, Australia · Faculty of Information Technology, Monash University, Australia

  30. ARIA: A Diagnostic Framework for Music Training Data Attribution

    May 15, 2026Changheon Han, Ashkan Panahi, Kıvanç TatarMusic Structure AnalysisTraining Data

    Department of Computer Science and Engineering, Chalmers University of Technology and University of Gothenburg Gothenburg, Sweden

  31. The SMC Blind Spot: A Failure Mode Analysis of State-of-the-Art Beat Tracking

    May 12, 2026Jaehoon Ahn, Tae Gum Hwang, Moon-Ryul JungMusic Structure AnalysisSpectral Features

    Sogang University

  32. PHALAR: Phasors for Learned Musical Audio Representations

    May 5, 2026Davide Marincione, Michele Mancusi, Giorgio Strano +4Music Structure AnalysisGlobal Average Pooling

    Department of Computer Science, Sapienza University of Rome, Italy · Moises Systems, Inc. · Paradigma, Inc.

  33. Cosmodoit: A Python Package for Adaptive, Efficient Pipelining of Feature Extraction from Performed Music

    May 5, 2026Corentin Guichaoua, Daniel Bedoya, Elaine ChewMusic Structure AnalysisSymbolic Music Generation

    1STMS Laboratoire (UMR9912) – CNRS, IRCAM, Sorbonne Universit´e, Minist`ere de la Culture, Paris 75004, France · Department of Engineering and School of Biomedical Engineering & Imaging Sciences, King’s College London, United Kingdom

  34. GaMMA: Towards Joint Global-Temporal Music Understanding in Large Multimodal Models

    May 1, 2026Zuyao You, Zhesong Yu, Mingyu Liu +3Music Structure AnalysisLarge Multimodal Models

    1Fudan University · 2ByteDance

  35. Beyond Rules: Towards Basso Continuo Personal Style Identification

    Apr 23, 2026Adam Štefunko, Jan HajičMusic Structure AnalysisAccompaniment

    Faculty of Mathematics and Physics Charles University Prague, Czech Republic

  36. ONOTE: Benchmarking Omnimodal Notation Processing for Expert-level Music Intelligence

    Apr 22, 2026Menghe Ma, Siqing Wei, Yuecheng Xing +5Music Structure AnalysisNotes

    Beijing University of Posts and Telecommunications Beijing, China · China Conservatory of Music Beijing, China · Nanyang Technological University Singapore, Singapore

  37. Embedding-Based Intrusive Evaluation Metrics for Musical Source Separation Using MERT Representations

    Apr 22, 2026Paul A. Bereuter, Alois SontacchiSpeech SeparationNeural Audio

    University of Music and Performing Arts Graz, Institute of Electronic Music and Acoustics (IEM) A-8010 Graz, Austria

  38. Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis

    Mar 28, 2026Axel MarmoretMusic Structure AnalysisNeural Audio

    BRAIN team, MEE, IMT Atlantique, Brest, France

  39. Perceptually Aligning Representations of Music via Noise-Augmented Autoencoders

    Nov 7, 2025Mathias Rose Bjare, Giorgia Cantisani, Marco Pasini +2Autoencoder ArchitecturesMusic Structure Analysis

    Johannes Kepler University, Linz, AT · STMS, CNRS, IRCAM, Sorbonne Universit´e, Paris, FR · Queen Mary University, London, UK +1

  40. An introduction to pitch strength in contemporary popular music analysis and production

    Jun 9, 2025Emmanuel DerutyMusic Structure AnalysisHarmonization

    Sony Computer Science Laboratories, 6 rue Amyot, 75005 Paris, France · Department of Architecture, Design and Media Technology, Aalborg University, Aalborg, Denmark