Auditory Attention

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7 papers in the last four weeks, up 75% on the four weeks before. 0.1% of all new papers.

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  1. Multi-agent Auditory Scene Analysis: Improved Localization Speed and Robustness by Multi-beamformed Speech Quality Feedback

    Sep 30, 2026Caleb RasconSound Source LocalizationAuditory Attention

    Instituto de Investigaciones en Matematicas Aplicadas y en Sistemas, Universidad Nacional Autonoma de Mexico, Circuito Escolar 3000, Coyoacan, 03740, Ciudad de Mexico, Mexico.

  2. NEUROTOKEN: Joint Source and Directional AAD with Envelope Decoding via Conditional Flow Matching

    Sep 30, 2026Ali Alavi, Donald S. WilliamsonAuditory AttentionJoint Search

    Department of Computer Science and Engineering Ohio State University Columbus, OH, 43210

  3. Decoding Imagined Speech: A Strictly Subject-Independent Approach Using EEG

    Sep 24, 2026Frederik Møllskov Trier, Xiaopeng Mao, Sadasivan PuthusserypadySmall-Sample Electroencephalogram DatasetsBrain-Computer Interface

    Department of Health Technology Technical University of Denmark Ørsteds Plads, 2800 Kgs. Lyngby, Denmark

  4. Beyond Flattened Tokens: Structure-Preserving EEG Decoding with Reusable TriDim Blocks

    Sep 17, 2026Shiyue Su, Song Wang, Zekai Zhan +7Electroencephalography DecodingElectroencephalography

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, 518055, China. · Omni-Intelligence, Shenzhen, China. · Department of Computer Science, The Chinese University of Hong Kong, Shenzhen, 518172, China. +2

  5. Dataset-Dependent Effects of Cross-Depth Aggregation and Soft-Routed Experts in EEG Foundation Model Fine-Tuning

    Sep 15, 2026Mingyang Jiang, Yamin Li, Daniel Moyer +3Electroencephalography Foundation ModelsAuditory Attention

    Department of Computer Science, Vanderbilt University · Department of Biomedical Informatics and Data Science, Yale University

  6. RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection

    Sep 12, 2026Xingyi He, Ziwei Wang, Dongrui WuAuditory AttentionMultimodal Fusion

    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, China

  7. Adaptive Anisotropic Attention for Axis-Structured Signals

    Sep 8, 2026Mahir Jain, Parshva Runwal, Aditya Ray Mishra +4ElectroencephalographyAuditory Attention

    Mannas AI · IIT Mandi

  8. Geometry-Informed Distributed Acoustic Scene Understanding

    Sep 7, 2026Yiyuan Yang, Shitong Xu, Niki Trigoni +1Microphone ArrayIndoor Environments

    Department of Computer Science, University of Oxford, United Kingdom

  9. EEG-VID: Task-Guided Latent Predictive Pretraining for EEG Decoding and Assistive Target Selection

    Sep 1, 2026Guanzhong Sun, Junyi Ma, Yuxuan Wu +2Electroencephalography DecodingElectroencephalography

    School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China · School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China +1

  10. A Multi-Scale Temporal Framework with Dynamic Fusion for EEG-Based Emotion Recognition

    Aug 10, 2026Stefanos Gkikas, Yang Guo, Guangliang Li +3ElectroencephalographyAuditory Attention

    Honda Research Institute Japan Wako City, Japan · Faculty of Information Science and Engineering Ocean University of China Qingdao, China · BioSIS (Biosensing & Intelligent Systems) Lab Centre for Intelligent Computing and Systems University of Canberra Canberra, Australia +1

  11. Understanding and Correcting Low-Frequency Bias in EEG Foundation Model

    Aug 3, 2026Junjie Yu, Zihan Deng, Jianyu Zhang +8Electroencephalography Foundation ModelsElectroencephalography

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, China · Omni-Intelligence, Shenzhen, China · College of Design and Engineering, National University of Singapore, Singapore +4

  12. SAGE: Switch-Aware EEG-Guided Soft Gating for Target Speaker Extraction with In-Trial Switching

    Aug 3, 2026Xuefei Wang, Ximin Chen, Yuting Ding +2Target Speaker ExtractionAuditory Attention

    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China · School of Biomedical Engineering, Capital Medical University, Beijing, China

  13. SGAD: A State-Guided Adaptive Decision Framework for Robust EEG-Based Auditory Attention Switch Decoding

    Aug 3, 2026Yuting Ding, Xuefei Wang, Ximin Chen +2Auditory AttentionTransitions

    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen 518055, China · School of Biomedical Engineering, Capital Medical University, Beijing 100069, China

  14. ZUNA1.1: A more flexible EEG foundation model for Denoising and Super-resolution

    Jul 29, 2026Christopher Warner, Jonas Mago, JR Huml +1Electroencephalography Foundation ModelsAuditory Attention

    Zyphra San Francisco, CA

  15. Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection

    Jul 29, 2026Haotian Mo, Jie Liu, Siqi Shen +8Neural AudioDiffusion Transformers

    College of Computer Science and Technology, National University of Defense Technology, Changsha, China · School of Informatics, Xiamen University, Xiamen, China · Hunan Zhongke Youxin Technology Co., Ltd., Changsha, China

  16. Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception

    Jul 28, 2026Tian Zheng, Xurong Xie, Xinxin Zhu +2Electroencephalography DecodingElectroencephalography

    University of the Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences · Beijing Language and Culture University

  17. Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark

    Jul 21, 2026Zihan Zhang, Yu Bao, Xiao Ding +2Small-Sample Electroencephalogram DatasetsCognitive Diagnosis

    Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology · Shanghai Innovation Institute · Shanghai Innovation Institute, Shanghai, China +3

  18. End-to-End Markov State Sequence Learning for Auditory Attention Decoding

    Jul 21, 2026Yushan Yashengjiang, Jie Zhang, Miao Sun +3Auditory Attention

    NERC-SLIP, University of Science and Technology of China (USTC), Hefei 230027, China · School of Information and Communication Engineering, Guangzhou Maritime University, Guangzhou 510725, China · Artificial Intelligence Research Institute, iFLYTEK Company, Ltd., Hefei 230088, China +1

  19. AMICA-Python: Adaptive Mixture Independent Component Analysis with Anderson Acceleration

    Jul 20, 2026Scott Huberty, Christian O'ReillyIndependent Component AnalysisElectroencephalography

    University of Southern California, Los Angeles, CA, USA · University of South Carolina, Columbia, SC, USA

  20. Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models

    Jul 20, 2026David Rannaleet, Victor Gunnarsson, Bo Bernhardsson +2Auditory AttentionSmall-Sample Electroencephalogram Datasets

    Department of Automatic Control, Lund University, Lund, Sweden. · Eriksholm Research Centre, Snekkersten, Denmark. · Department of Electrical Engineering, Linköping University, Linköping, Sweden.

  21. Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech

    Jul 6, 2026Benjamin Ballyk, Teyun Kwon, Miran Özdogan +1Speech EnhancementAuditory Attention

    PNPL Department of Engineering Science University of Oxford

  22. EEG-Based Imagined Speech Decoding Using a Hybrid CNN-SNN Architecture

    Jul 4, 2026Fatima Shalhoub, Mariam Al Mawla, Kabalan Chaccour +2Electroencephalography DecodingBrain-Computer Interface

    TICKET Lab., Antonine University, Hadat-Baabda, Lebanon · Doctoral School of Science, Technology, and Engineering, University of Granada, Granada, Spain · University of Technology Belfort-Montb´eliard, SINERGIES, F-90000 Belfort, France +3

  23. Towards Robust EEG Decoding Based on Riemannian Self-Attention

    Jun 24, 2026Shaocheng Jin, Tao Zhou, Rui Wang +4Small-Sample Electroencephalogram DatasetsElectroencephalography

    School of Artificial Intelligence and Computer Science Jiangnan University Wuxi, China · Department of Information Engineering and Computer Science University of Trento Trento, Italy · Centre for Vision, Speech and Signal Processing (CVSSP) University of Surrey Guildford, UK

  24. Breaking Shortcut Learning for Cross-Trial EEG-Guided Target Speech Extraction via Two-Stage Training

    Jun 23, 2026Wonchul Shin, Inyong Choi, Kyogu LeeTarget Speaker ExtractionElectroencephalography

    Department of Intelligence and Information, Seoul National University, Republic of Korea · Department of Communication Sciences and Disorders, University of Iowa, United States · Interdisciplinary Program in Artificial Intelligence, Seoul National University, Republic of Korea +1

  25. FAConformer: Frequency-Aware Convolutional Transformer for Auditory Attention Decoding

    Jun 12, 2026Ziwei Wang, Xingyi He, Tianwang Jia +2Auditory AttentionNeural Audio

    Hubei Key Laboratory of Brain-inspired Intelligent Systems, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China

  26. Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models

    Jun 8, 2026Jianwei TaiElectroencephalography Foundation ModelsAuditory Attention

    School of Internet, Anhui University

  27. Channel-Oriented Design for EEG-to-Music Reconstruction

    Jun 2, 2026Jiaxin Qing, Junwei Lu, Lexin LiElectroencephalography DecodingAuditory Attention

    UC Berkeley · Harvard University

  28. A 1000-hour EEG-EMG-audio dataset of Japanese speech production

    May 31, 2026Motoshige Sato, Ilya Horiguchi, Masakazu Inoue +6Small-Sample Electroencephalogram DatasetsAuditory Attention

    Araya Inc., Tokyo, Japan

  29. Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets

    May 25, 2026Yuanming Zhang, Yayun Liang, Zhibin Lin +1Auditory AttentionSmall-Sample Electroencephalogram Datasets

    Key Lab of Modern Acoustics, Nanjing University, Nanjing 210093, China · NJU-Horizon Intelligent Audio Lab, Horizon Robotics, Beijing 100094, China

  30. What Are We Actually Decoding? Source Attribution for Non-Invasive Brain-to-Language Retrieval

    May 23, 2026Xinyu Zhang, Sichao Liu, Runhao Lu +2Neural RecordingsAuditory Attention

    1KTH, Sweden · 3EPFL, Switzerland · 4Karolinska Institutet, Sweden +2

  31. STAMBRIDGE: Spectral-Temporal Amplitude-aware Mid-Feature Bridge for EEG Visual Decoding

    May 22, 2026Jiahe Meng, Weiming Zeng, Yueyang Li +5Electroencephalography DecodingElectroencephalography

    Lab of Digital Image and Intelligent Computation, Shanghai Maritime University, Shanghai 201306, China · Department of Language Science and Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China · Department of Neurology, Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang 222002, China +1

  32. Subject-Specific Analysis of Self-Initiated Attention Shifts from EEG with Controlled Internal and External Attention Conditions

    May 18, 2026Yuwen Zeng, Dengzhe Hou, Zhang Zhang +4ElectroencephalographyAuditory Attention

    Advanced Institute of Convergence Knowledge Informatics, Tohoku University, Japan · Graduate School of Information Sciences, Tohoku University, Japan · Center for Data-Driven Science and Artificial Intelligence, Tohoku University, Japan +1

  33. nASR: An End-to-End Trainable Neural Layer for Channel-Level EEG Artifact Subspace Reconstruction in Real-Time BCI

    May 14, 2026Shantanu Sarkar, Jose L. Contreras-VidalElectroencephalographyBrain-Computer Interface

    Electrical & Computer Engineering, Univ. of Houston, Houston, TX, USA · Faculty of Electrical & Computer Engineering, Univ. of Houston, Houston, TX, USA

  34. Neural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignment

    May 14, 2026Fan Yin, Chuhang Zheng, Peiliang Gong +2Electroencephalography DecodingElectroencephalography

    Department of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China · Department of Electrical and Information Engineering, Tianjin University, Tianjin, China

  35. NAACA: Training-Free NeuroAuditory Attentive Cognitive Architecture with Oscillatory Working Memory for Salience-Driven Attention Gating

    May 13, 2026Zhongju Yuan, Geraint Wiggins, Dick BotteldoorenAuditory AttentionLarge Audio Language Models

    1WAVES Research Group, Ghent University, Gent, Belgium · 2AI Lab, Vrije Universiteit Brussel, Brussel, Belgium · 3EECS, Queen Mary University of London, London, UK

  36. Leakage-Audited Benchmarking Reveals Limited Evidence for Cross-Subject Auditory-Evoked EEG Vowel Perception Decoding

    Apr 22, 2026Xiaoyang Li, Zeyan TaoElectroencephalographyAuditory Attention

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110016, China

  37. DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

    Apr 20, 2026Zhiyuan Ma, Zeyuan Li, Zihao Qiu +6ElectroencephalographyNeuroscience

    School of Biomedical Engineering, Tsinghua Laboratory of Brain and Intelligence, and IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing 100084, China · School of Basic Medical Sciences and Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing 100084, China · Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing 100084, China +1

  38. SHINE: Sequential Hierarchical Integration Network for EEG and MEG

    Feb 27, 2026Xiran Xu, Yujie Yan, Songyi Li +4ElectroencephalographyAuditory Attention

    Speech and Hearing Research Center, School of Intelligence Science and Technology, Peking University, China · National Key Laboratory of General Artificial Intelligence, China · Center for BioMed-X Research, Academy for Advanced Interdisciplinary Studies, Peking University, China