Respiratory Sound Classification

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

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  1. Physiologically Informed Digital Auscultation for Pneumonia Detection in Long-term Care Residents

    Sep 23, 2026Nicholas Rasmussen, Oleg Zaslavsky, Zih-Ling Wang +5Respiratory Sound ClassificationMultimorbidity

    Biobehavioral Nursing & Health Informatics, School of Nursing, University of Washington, 1959 NE Pacific St, Seattle, WA, USA. · School of Nursing, University of Washington, 1959 NE Pacific St, Seattle, WA, USA. · Electrical Engineering, University of Washington Bothell, 17827 113th Ave NE, Bothell, WA, USA. +2

  2. A Cross-Lingual Acoustic Disease-Alignment Framework for Respiratory Health Assessment from Spontaneous Speech

    Sep 16, 2026Roksana Khanom, Raghib Asfak Tasnim, Bodrun Nahar Bithi +4Respiratory Sound ClassificationMultilingual Automatic Speech Recognition

    University of Maryland, College Park, USA · Sylhet MAG Osmani Medical College Hospital, Bangladesh · Dr. M R Khan Shishu Hospital & Institute of Child Health, Bangladesh +1

  3. SpiroPhonia: Non-Invasive Respiratory Health Assessment from Spontaneous Speech

    Sep 15, 2026Roksana Khanom, Shafia Supty, Nirupam Roy +1Respiratory Sound ClassificationRespiratory Motion

    University of Maryland, College Park, USA · DR. M R Khan Shishu Hospital & Institute of Child Health, Bangladesh

  4. Exponential Pixelating Integral transform with dual fractal features for enhanced chest X-ray abnormality detection

    Sep 11, 2026Naveenraj Kamalakannan, Sri Ram Macharla, M Kanimozhi +1Chest X-RayRespiratory Sound Classification

    a – The Construct, Barcelona, Spain · b – Involgixs Inc, USA · c - School of Electronics Engineering, Vellore Institute of Technology, Vellore, Tamilnadu, India

  5. Interpretable Machine Learning for Air Pollution and Respiratory Health Prediction: A Socioeconomic Subgroup Analysis

    Jul 19, 2026Maede Azani Hassan Abadi, Shouyi WangAir PollutionRespiratory Sound Classification

    Department of Industrial, Manufacturing, & Systems Engineering, The University of Texas at Arlington

  6. BCoughBench: Benchmarking Respiratory Acoustic Foundation Models Under Body-Coupled Wearable Sensor Conditions

    Jun 23, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationWearable Devices

    Centific Global Solutions Inc. · USA · North Carolina State University

  7. CoughPhase-CLR: Designing an acoustics-informed foundation model for coughing sound classification

    Jun 19, 2026Marius Moldovan, Anton Batliner, Thomas M. Berghaus +2Respiratory Sound ClassificationSpeaker

    CHI – the Chair of Health Informatics at the TUM University Hospital, Munich, Germany · MCML – the Munich Center for Machine Learning and MDSI – the Munich Data Science Institute, Munich, Germany · University Hospital Augsburg at the University of Augsburg, Augsburg, Germany +2

  8. Beyond Classification: A Cough Regression Benchmark for Respiratory Acoustic Foundation Models

    Jun 13, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationFoundation Model

    Centific Global Solutions Inc. · Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA.

  9. Lung-SRAD: Spectral-Aware Regularized Audio DASS with Dual-Axis Patch-Mix Contrastive Learning for Respiratory Sound Classification

    Jun 10, 2026Hemansh Shridhar, Miika Toikkanen, June-Woo KimRespiratory Sound ClassificationContrastive Learning

    RSC LAB, MODULABS, Republic of Korea · Department of Electronic Engineering, Wonkwang University, Republic of Korea · AI Convergence Research Institute, Wonkwang University, Republic of Korea

  10. Quality Adaptive Angular Margin Learning for Respiratory Sound Classification

    Jun 10, 2026Yoon Tae Kim, Heejoon Koo, Miika Toikkanen +1Respiratory Sound Classification

    RSC LAB, MODULABS, Republic of Korea · Department of Electronic Engineering, Wonkwang University, Republic of Korea · AI Convergence Research Institute, Wonkwang University, Republic of Korea

  11. Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

    Jun 9, 2026Ipek Sen, Ozgur Ozdemir, Elena Battini SonmezRespiratory Sound ClassificationSpectral Features

    Dept. Electrical and Electronics Engineering Istanbul Bilgi University, Turkey · Dept. Computer Engineering Istanbul Bilgi University, Turkey

  12. RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification

    Jun 8, 2026Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang +2Respiratory Sound ClassificationMultimodal Clinical Data

    The Ohio State University · University of Southern California · University of Chicago

  13. AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

    Jun 6, 2026Aueaphum AueawatthanaphisutRespiratory Sound ClassificationScreening

    School of Information, Computer, and Communication Technology Sirindhorn International Institute of Technology, Thammasat University Pathum Thani, Thailand

  14. Learning to model pediatric asthma exacerbation from multiple risk factors: a case study in coastal Virginia

    Jun 4, 2026Jonathan Colen, Eric Werner, Maryam Golbazi +6Air PollutionGeneralized Linear Model

    Joint Institute on Advanced Computing for Energy and Science, Old Dominion University, Suffolk, VA, 23535, U.S.A. · School of Data Science, Old Dominion University, Norfolk, VA, 23529, U.S.A. · Eastern Virginia Medical School, Macon & Joan Brock Virginia Health Sciences, Old Dominion University, Norfolk, VA, 23501, U.S.A. +5

  15. VentAgent: When LLMs Learn to Breathe -- Multi-Objective Arbitration for ARDS Ventilation

    Jun 3, 2026Teqi Hao, Yuxuan Fu, Xiaoyu Tan +4Intensive Care UnitArbitration

    Tencent Youtu Lab Shanghai, Shanghai, China · Artificial Intelligence Innovation and Incubation Institute, Fudan University Shanghai, Shanghai, China · School of Electronic and Electrical Engineering, Shanghai University of Engineering Science Shanghai, Shanghai, China

  16. C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification

    Jun 1, 2026Ziqi Ma, Mengyu Han, Anteng Cai +4Respiratory Sound ClassificationConditional Variational Autoencoder

    aSchool of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China · bSchool of AI and Advanced Computing (AIAC), XJTLU Entrepreneur College (Taicang), Xi’an Jiaotong-Liverpool University, Taicang, Suzhou, 215400, China · cISIR, Osaka University, Suita, 567-0047, Osaka, Japan

  17. Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

    May 28, 2026Heejoon Koo, Yoon Tae Kim, Miika Toikkanen +1Respiratory Sound ClassificationMultimodal Domain Generalization

    University of Illinois Urbana-Champaign, USA · RSC LAB, MODULABS, Korea · Wonkwang University, Korea

  18. Speaker-Disentangled Remote Speech Detection of Asthma and COPD Exacerbations

    May 16, 2026Yuyang Yan, Sami O. Simons, Visara UroviRespiratory Sound ClassificationSpeaker

    Institute of Data Science, Maastricht University, Paul-Henri Spaaklaan 1, Maastricht, 6229 EN, the Netherlands · Department of Respiratory Medicine, NUTRIM Research Institute of Nutrition and Translational Research in Metabolism, Faculty of Health Medicine and Life Sciences, Maastricht University, P. Debyelaan 25, Maastricht, 6229 HX, the Netherlands · Department of Respiratory Medicine, Maastricht University Medical Centre, P. Debyelaan 25, Maastricht, 6229 HX, the Netherlands

  19. Demographic-Aware Transfer Learning for Sleep Stage Classification in Clinical Polysomnography

    May 4, 2026S M Asif Hossain, Shruti KshirsagarSleepCohort

    School of Computing, Wichita State University, Wichita, Kansas, USA

  20. Meta-Ensemble Learning with Diverse Data Splits for Improved Respiratory Sound Classification

    Apr 27, 2026June-Woo Kim, Miika Toikkanen, Heejoon Koo +3Respiratory Sound ClassificationEnsemble

    Department of Electronic Engineering, Wonkwang University, Republic of Korea · RSC LAB, MODULABS, Republic of Korea · AICU Global Inc., Republic of Korea +1