Sound Event Detection

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9 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. MiDashengLM-Spatial: Unifying General Audio Understanding and Spatial Awareness

    Oct 8, 2026Jinbo Hu, Hang Su, Lichun Fan +10Audio-Language ModelsAudio Understanding

    Xiaomi Inc., China

  2. CARES: A Controlled Synthetic Benchmark of Speaker Reactions to Sound

    Oct 7, 2026Marcel Gibier, Thomas Thebaud, Olivier Boëffard +1Audio UnderstandingAudio Captioning

    Inria, Paris, France · AMIAD, France

  3. Logbook: Extremely Long-form Audio Event Understanding

    Oct 5, 2026Kwanghee Choi, Suwon Shon, Dmitriy Serdyuk +7Audio-Language Model EvaluationAudio Understanding

    UT Austin, USA · Meta Reality Labs, USA

  4. Bad: Taming the Bioacoustic Data Deluge with a Bat Activity Detector

    Sep 29, 2026Stefano Ciapponi, Santiago Martinez Balvanera, Andrea Cesaretti +2Sound Event DetectionBioacoustics

    Fondazione Bruno Kessler · University of Trento · University College London

  5. SincDPNet: Interpretable Raw-Waveform Bathroom Activity Recognition for Assistive Living

    Sep 28, 2026Debolina Chowdhury, Suman Samui, Sujoy SahaTiny MLSound Event Detection

    Department of Computer Science and Engineering, National Institute of Technology Durgapur, Durgapur 713209, West Bengal, India · Department of Electronics and Communication Engineering, National Institute of Technology Durgapur, Durgapur 713209, West Bengal, India

  6. OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations

    Sep 28, 2026Faadil Mustun, Chiara Semenzin, Roberto Dessi +7Sound Event DetectionBioacoustics

    Institut de Biologie de l’École normale supérieure, CNRS, INSERM, Université PSL, Paris, France · Earth Species Project, France · Not Diamond, San Francisco, USA +4

  7. SAIL: Spatial Audio Intelligence with Large Language Models via Disentangled Acoustic-Spatial Encoding and Dual-Stream Q-Former

    Sep 28, 2026Zhengding Luo, Jinyang Wu, Haozhe Ma +3Audio ReasoningDirection-of-Arrival Estimation

    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore · Singapore Management University · Tencent Hy Frontier Lab, Singapore +2

  8. REVE: Efficient Hallucination Correction for Large Audio-Language Models via Reused Encoder States

    Sep 22, 2026Hongjin Song, Jiasheng Kuang, Xinyu Yang +4Audio-Language Model Hallucination DetectionSound Event Detection

    Beijing Institute of Technology, Zhuhai, Guangdong, China

  9. Misrecognition or Abstraction? Rethinking Outputs of Sound Event Recognition

    Sep 20, 2026Naoya Tomida, Yuki Okamoto, Keisuke ImotoSound Event DetectionAudio Classification

    Kyoto University, Japan · The University of Tokyo, Japan

  10. MAST: Label-Efficient, Robust, and Generalizable Sound Detection for Biodiversity Monitoring via Masked Audio Pretraining and Self-Training

    Sep 14, 2026Tianyi Xu, Daniel Pimentel-Alarcón, Zuzana Buřivalová +1Self-TrainingSound Event Detection

    University of Wisconsin–Madison

  11. Augmenting Large Audio-Language Models with Frame-Level Grounding for Fine-Grained Temporal Perception

    Sep 14, 2026Yanfeng Shi, Yan Song, Junhui Li +4Audio UnderstandingAudio-Language Models

    National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China, Hefei, China · ICT Cluster, Singapore Institute of Technology, Singapore

  12. NVV-Locator: From Transcript Tags to Acoustic Boundaries for Fine-Grained Nonverbal Vocalization Grounding

    Sep 9, 2026Yuang Cao, Bingshen Mu, Zhennan Lin +7Audio UnderstandingSound Event Detection

    School of Intelligence Science and Technology, Nanjing University, China · State Key Laboratory of Novel Software Technology, Nanjing University, China

  13. Efficient Passive Acoustic Monitoring of Killer Whales Using a Two-Stage Detection and Ecotype Classification Cascade

    Sep 1, 2026Daniela Ruiz, Manuel Castellote, Zhongqi Miao +5Sound Event DetectionBioacoustics

    Microsoft AI for Good Research Lab, Redmond, Washington, USA · Universidad de los Andes, Bogota, Colombia

  14. Smartphone Audio Based Distress Detection

    Aug 4, 2026Anil Sharma, Sarthak Ahuja, Mayank Gautam +1Sound Event DetectionAudio Classification

    IIIT-Delhi, India

  15. An End-to-End Workflow for Fin Whale Song Detection, Note Characterization, and Localization with Distributed Acoustic Sensing

    Aug 3, 2026Dídac Diego-Tortosa, Miriam Romagosa, Arantza Ugalde +4Distributed Acoustic SensingSound Event Detection

    Institut de Ciències del Mar (ICM-CSIC), Barcelona · Institut de Física Corpuscular (IFIC), Centre Mixte Universitat de València (UV-CSIC), Paterna

  16. Ultra-Compact CNN Architectures for Tropical Bird Audio Detection on Microcontrollers

    Jul 22, 2026Muhammad Mun'im Ahmad Zabidi, Mohd Yamani Idna Idris, Norisma IdrisTiny MLSound Event Detection

    Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia

  17. RealDESED: A Real-World Domestic Sound Event Detection Benchmark

    Jul 18, 2026Florian Schmid, Paul Primus, Alexander Fichtinger +3Sound Event Detection

    Institute of Computational Perception, Johannes Kepler University Linz, Austria · LIT Artificial Intelligence Lab, Linz, Austria

  18. Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026

    Jul 16, 2026Anthony Miyaguchi, Murilo Gustineli, Adrian CheungAudio Representation LearningNeural Audio Codecs

    Georgia Institute of Technology, 225 North Ave NW, Atlanta, GA 30332 · 1Georgia Institute of Technology, 225 North Ave NW, Atlanta, GA 30332

  19. Cover First, Disagree Softly: Rethinking Mismatch-First Active Learning for Frame-Level Audio Classification

    Jul 15, 2026Shiqi Zhang, Tuomas VirtanenMulti-Label ClassificationActive Learning

    Audio Research Group, Tampere University, Tampere, Finland

  20. Semi-Supervised Sound Event Detection with Conditional Mixup and Embedding-Level Contrastive Loss

    Jun 29, 2026Nian Shao, Xian Li, Xiaofei LiContrastive LearningSound Event Detection

    1Zhejiang University, Hangzhou, China. · School of Engineering, Westlake University, Hangzhou, China · 3Westlake University & Westlake Institute for Advanced Study, Hangzhou, China.

  21. EchoHawk: A Reproducible Acoustic Pipeline for Drone Detection, Classification, and Direction-Finding, with a Cautionary Study of Session-Level Data Leakage

    Jun 28, 2026David ShulmanData LeakageDirection-of-Arrival Estimation

  22. From General-Purpose Audio Tagging to Spatially Grounded Sound Event Localization and Detection

    Jun 26, 2026Stefano Giacomelli, Stefano Damiano, Claudia Rinaldi +2Audio Representation LearningDirection-of-Arrival Estimation

    DISIM Department, University of L’Aquila, Italy · ESAT Department, KU Leuven, Belgium · CNIT, Research Unit of L’Aquila, Italy +1

  23. Soroll-IA: A Weakly Labeled Audio Dataset for Real-World Industrial Port Monitoring

    Jun 24, 2026Javier Naranjo-Alcazar, Jordi Grau-Haro, Ruben Ribes-Serrano +2Sound Event DetectionWeakly Supervised Learning

    Instituto Tecnologico de Informatica (ITI), Valencia, Spain

  24. An Analysis of Untrained Deep Reservoir Networks for Audio Surveillance

    Jun 20, 2026Corrado Baccheschi, Patrizio DazziEfficient Neural Network InferenceReservoir Computing

    Department of Computer Science · University of Pisa · Pisa, Italy

  25. A Neuromorphic Trigger for Efficient Audio Event Detection

    Jun 16, 2026Benjamin Hatton, Oliver Rhodes, Luca PeresEfficient Neural Network InferenceSpiking Neural Networks

    ICNS, University of Manchester Manchester, UK

  26. Dolph2Vec: Self-Supervised Representations of Dolphin Vocalizations

    Jun 10, 2026Chiara Semenzin, Faadil Mustun, Roberto Dessi +5Audio Representation LearningAudio Understanding

    École Normale Supérieure, Paris, France · Not Diamond, San Francisco, USA · Institut du Cerveau, Paris, France +1

  27. Time-frequency localization of bird calls in dense soundscapes

    Jun 9, 2026Simen Hexeberg, Fanghui Tong, Hari Vishnu +1Sound Event DetectionObject Detection

    Tropical Marine Science Institute, National University of Singapore, Singapore · Dept. of Electrical and Computer Engineering, National University of Singapore, Singapore · School of Computing, National University of Singapore, Singapore

  28. SagnacAssisted Enhanced OTDR for Distributed Acoustic Sensing: A Standardized Benchmark and Engineering Evaluation Framework

    Jun 4, 2026Weiguang Wang, Fugen Wu, Hailing Wang +4Distributed Acoustic SensingSound Event Detection

    East China Jiaotong University,, Nanchang, 330013, Jiangxi, China · School of Materials and Energy, Guangdong University of Technology,, Guangzhou, 510006,, China · Jiangxi Tonghui Technology Group Co., Ltd.,, Nanchang, 330000, Jiangxi, China

  29. Evaluating the Temporal Detection Capability of Integrated Gradients Applied on Sound Classifier

    May 22, 2026Martynas Dumpis, Tuomas VirtanenGradient-Based AttributionIntegrated Gradients

    Department of Electronic Systems · Vilnius Gediminas Technical University · Vilnius, Lithuania +3

  30. CoarseSoundNet: Building a reliable model for ecological soundscape analysis

    May 20, 2026Alexander Gebhard, Andreas Triantafyllopoulos, Dominik Arend +4Sound Event DetectionPassive Acoustic Monitoring

    TUM University Hospital, CHI – Chair of Health Informatics, Ismaninger Str.2026 22, Munich, 81675, Bavaria, Germany · MCML – Munich Center for Machine Learning, Munich, Bavaria, Germany · University of Freiburg, Faculty of Biology, Geobotany, Schaenzlestr. 1, Freiburg, 79104, Baden-Württemberg, Germany +1