Dysarthric Speech

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5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. ART-NAD: An Articulatory Inversion-based Neural Acoustic Distance for Pathological Speech Intelligibility Assessment

    Sep 21, 2026Bence Mark Halpern, Thomas Tienkamp, Defne Abur +1ArticulatoryVocal Tract Shape

    Nagoya University Nagoya, Japan · University of Cologne Cologne, Germany · University of Groningen Groningen, the Netherlands

  2. Per-Aetiology Contrastive Severity Embeddings with Phonological Pseudo-Labelling for Multilingual Dysarthric Speech

    Sep 18, 2026Bernard Muller, Antonio Armando Ortiz Barrañón, LaVonne RobertsDysarthric SpeechGrapheme-To-Phoneme

    The Scott-Morgan Foundation, Torquay, United Kingdom · Tecnol´ogico de Monterrey, Monterrey, Mexico · SMF Labs, Paris, France

  3. 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

  4. Listening for Airway Stenosis: A Foundation Model-Based Method for Rapid and Accessible Detection

    Sep 14, 2026Jean Groeninger, Zihao Zhao, Juliana de Castilhos +2Dysarthric SpeechVocalizations

    Department of Diagnostic and Interventional Radiology, University Hospital Aachen

  5. Quantifying Consonant Contributions to Word Intelligibility via Acoustic Masking

    Sep 10, 2026Eunjung Yeo, Kwanghee Choi, Krupaben Kothadia +4ConsonantsDysarthric Speech

    University of Texas at Austin, USA · Arizona State University, USA · Carnegie Mellon University, USA

  6. Perturbation-based Regional Interpretability through Subtraction Mapping (PRISM): naming-error dissociations in language models and post-stroke aphasia

    Aug 13, 2026Xiang Guan, Roger D. Newman-Norlund, Yong Yang +8DissociationLinguistics

    Department of Computer Science and Engineering, University of South Carolina · Department of Communication Sciences and Disorders, University of South Carolina · ALLT.AI, LLC, Columbia, SC +3

  7. Recovering Lesion Parameters from Aphasic Picture Naming Error Profiles in Large Language Models

    Aug 5, 2026Yong Yang, Roger Newman-Norlund, Xiang Guan +10Large Language Models FailDysarthric Speech

    Department of Computer Science and Engineering, University of South Carolina · Department of Communication Sciences and Disorders, University of South Carolina · ALLT.AI, LLC +3

  8. Analyzing Speech Condition Effects in Dysarthric ASR: A Layer-wise Probing Study

    Aug 3, 2026Darwin Jelestin Muthu, Navya Gupta, Wei Lin Tay +3Dysarthric SpeechAutomatic Speech Recognition

    Singapore Institute of Technology

  9. Normal-Anchored First-Order Model-Agnostic Meta-Learning based Whisper Fine-Tuning for Enhancing Fairness of Cleft Lip and Palate Speech Recognition

    Jul 31, 2026Susmita Bhattacharjee, Jagabandhu Mishra, H. S. Shekhawat +2Whisper-Large-V3Automatic Speech Recognition

    Department of Electronics and Electrical Engineering, Indian Institute of Technology Guwahati, Guwahati, 781039, Assam, India · School of Computing, University of Eastern Finland, Joensuu, Finland · Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States +1

  10. Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction

    Jul 28, 2026Behrad TaghiBeyglou, Fatemeh Bagheri, Ervin SejdicDysarthric SpeechWav2Vec

    Department of Electrical and Computer Engineering, University of Toronto, Canada · North York General Hospital, Canada

  11. Re-Sonance: A Dysarthric Asynchronous Real-Time Speech Conversion System Based on a Three-Stage Cascaded ASR-LLM-TTS Architecture

    Jul 20, 2026Yuxuan Wu, Yifan Xu, Junkun Wang +3Dysarthric SpeechSpeech Synthesis

    State Key Laboratory of Digital Medical Engineering, Southeast University, Nanjing, China

  12. Lesioned Multimodal Language Models Reproduce Aphasic Picture-Naming Patterns

    Jul 13, 2026Yong Yang, Xiang Guan, Sophie Arheix-Parras +7Dysarthric SpeechLinguistics

    Department of Computer Science and Engineering, University of South Carolina · Department of Psychology, University of South Carolina · Department of Communication Sciences and Disorders, University of South Carolina +2

  13. Towards Objective Dysgraphia Detection: A Multi-Branch Deep Learning Approach for Online Handwriting Analysis

    Jul 10, 2026Lydia Ouhib, Yassine Ouzar, Zoé Pinseel +2HandwritingDysarthric Speech

    LIASD · LIASD Laboratory, University of Paris 8, Saint-Denis, France · Centre Jacques Calv´e, Fondation Hopale, Berck, France

  14. Adapting Foundation ASR Models to Dysarthric Speech: A Case Study

    Jun 30, 2026Christian Huber, Laura Kernahan, Alexander WaibelEnd-To-End Automatic Speech Recognition ModelsDysarthric Speech

    Interactive Systems Lab Karlsruhe Institute of Technology Karlsruhe, Germany · Interactive Systems Lab Carnegie Mellon University Pittsburgh PA, USA

  15. Comparing Human and Automatic Recognition of Dutch Dysarthric Continuous Speech: A Case Study

    Jun 29, 2026Yuanyuan Zhang, Dimme de Groot, Jorge Martinez +1Dysarthric SpeechAutomatic Speech Recognition

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  16. What Does a Pathological Speech Assessment Model Know about Acoustic Features? A Case Study on Oral and Oropharyngeal Cancer Patients

    Jun 23, 2026Tuan Nguyen, Corinne Fredouille, Alain Ghio +2Wav2VecDysarthric Speech

    LIA, AU · Avignon University, LIA, UPR 4128, Avignon, France · AU, LIA +5

  17. Cross-lingual Retrieval-Augmented Classification for Dysarthria Severity Assessment

    Jun 22, 2026Taeyoung Jeong, Insung Lee, Du-Seong Chang +1Dysarthric SpeechMultilingual Automatic Speech Recognition

    Department of Artificial Intelligence, Sogang University, South Korea

  18. DSSCNet: A Transfer Learning Framework for Cross-Corpus Dysarthric Speech Severity Classification

    Jun 20, 2026Arnab Kumar Roy, Hemant Kumar Kathania, Paban Sapkota +2Dysarthric SpeechSpeaker

    Department of Computer Science and Engineering, Sikkim Manipal Institute of Technology, India. · Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India. · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, Los Angeles, USA.

  19. DisSpeech: Low-Resource Controllable Mandarin Stuttered Speech Synthesis for ASR Augmentation

    Jun 19, 2026Yao LuSpeech SynthesisAutomatic Speech Recognition

    TMCC, College of Computer Science, Nankai University, Tianjin, China

  20. Low-Burden Data Augmentation for Dysarthric ASR via Zero-Shot Voice Cloning

    Jun 18, 2026Satwinder Singh, Qianli Wang, Zihan Zhong +4Cross-Lingual Voice CloningDysarthric Speech

    DeepNet Discovery Network, University of Auckland, New Zealand · University of Illinois Urbana-Champaign, USA

  21. Improving End-to-End Speech Recognition for Dysarthric Speech through In-Domain Data Augmentation

    Jun 18, 2026Paban Sapkota, Hemant Kumar Kathania, Sudarsana Reddy Kadiri +1Dysarthric SpeechData Augmentation

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, Los Angeles, USA

  22. Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models

    Jun 18, 2026Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo +2Dysarthric SpeechSpectral Features

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India. · Department of Information and Communications Engineering, Aalto University, Finland. · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, Los Angeles, USA.

  23. Cross-Dataset, Age, and Gender Generalization: A Comprehensive Analysis of Fine-Tuning Strategies for Low-Resource Children's ASR

    Jun 18, 2026Abhijit Sinha, Hemant Kumar Kathania, Sudarsana Reddy Kadiri +1Dysarthric SpeechAutomatic Speech Recognition

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India · Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, USA

  24. Mitigating Scoring Errors and Compensating for Nonverbal Subtests in Speech-Based Dementia Assessment

    Jun 17, 2026Franziska Braun, Christopher Witzl, Andreas Erzigkeit +4Dysarthric SpeechSeed-Tts-Eval Benchmark

    Technische Hochschule Nürnberg · Geromed GmbH · PMU Klinikum Nürnberg

  25. Augmenting Dysarthric Speech Severity Assessment with MOS Supervision

    Jun 17, 2026Kaimeng Jia, Minzhu Tu, Zengrui Jin +2Dysarthric SpeechSeed-Tts-Eval Benchmark

    Tsinghua University · Beijing University of Posts and Telecommunications

  26. AP-GRPO: Anchor-Gated Phonetic Alignment with Policy Optimization for Pathological Speech Reconstruction

    Jun 14, 2026Pengfei Zhang, Hoang H Nguyen, Yutong Song +6Dysarthric SpeechSpeech-To-Text Alignment

    University of California Irvine · University of Illinois Chicago · Kennesaw State University

  27. Towards Personalized Federated Learning for Dysarthric Speech Recognition

    Jun 11, 2026Tao Zhong, Mengzhe Geng, Jiajun Deng +2Dysarthric SpeechFederated Learning

    The Chinese University of Hong Kong, China · National Research Council Canada, Canada

  28. Multi-View Speech Representation Learning for Parkinson's Disease Detection Using Context-guided Cross-modal Attention

    Jun 8, 2026George Theodosiou, Loukas Ilias, Dimitris AskounisDiscrete Speech RepresentationsDysarthric Speech

    Decision Support Systems Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece

  29. Paediatric-HGNN: A Hybrid Heterogeneous Graph Neural Network for Detecting Disfluency in Children's Speech via Multiscale Acoustic Fusion

    Jun 6, 2026Rashini Liyanarachchi, Rachael Mackay, Alison Short +2Dysarthric SpeechGnn-Based Detectors

    University of New South Wales (UNSW), Sydney, Australia · Resourced Music Therapy, Sydney, Australia · Western Sydney University, Sydney, Australia

  30. FiLM-Based Speaker Conditioning of a SpeechLLM for Pathological Speech Recognition

    Jun 4, 2026Fernando López, Santosh Kesiraju, Jordi LuqueSpeech EncoderDysarthric Speech

    Scientific Research, Telefónica Innovación Digital, Spain · AUDIAS, Universidad Autónoma de Madrid, Spain

  31. The Differentiable Auditory Loop (DAL): An ML Framework for Hyper-Personalized Hearing Aids

    Jun 2, 2026Alejandro Ballesta Rosen, Jason Mikiel-Hunter, Julian Maclaren +3Dysarthric SpeechLoop

    1Google Research Australia · 2Macquarie University

  32. A Proactive Multi-Agent Dialogue Framework for Assessing Social Language Disorder Traits in Autism

    May 21, 2026Chuanbo Hu, Minglei Yin, Bin Liu +4Autism Spectrum DisorderMultilingual Agents

    Department of Computer Science, University at Albany, Albany, 12222, NY, USA. · Department of Management Information System, West Virginia University, Morgantown, 26506, WV, USA. · Humanities and Social Sciences, California Institute of Technology, Pasadena, 91125, CA,2026 USA. +1

  33. Artificial Aphasias in Lesioned Language Models

    May 15, 2026Nathan Roll, Jill Kries, Laura Gwilliams +1LinguisticsDysarthric Speech

    Department of {1Linguistics, 2Psychology}, Stanford University · 3Wu Tsai Neurosciences Institute, Stanford University

  34. Evading Visual Aphasia: Contrastive Adaptive Semantic Token Pruning for Vision-Language Models

    May 10, 2026Jie Ma, Yihang Liu, Zhike Qiu +2Visual Token PruningContrastive Learning

    Xiamen University

  35. When Audio-Language Models Fail to Leverage Multimodal Context for Dysarthric Speech Recognition

    May 4, 2026Pehuén Moure, Niclas Pokel, Bilal Bounajma +4Dysarthric SpeechAutomatic Speech Recognition

    Institute of Neuroinformatics, University of Zurich and ETH Zurich, Switzerland · Department of Mathematics, ETH Zurich, Switzerland · Department of Computational Linguistics, University of Zurich, Switzerland

  36. The grip of grammar on meaning uncertainty: cross-linguistic evidence, neural correlates, and clinical relevance

    May 2, 2026Rui He, Claudio Palominos, Samuele Vallisa +16SurprisalUncertainty

    Grammar and Cognition Lab, Department of Translation & Language Sciences, Universitat Pompeu Fabra, Barcelona, Spain. · School of Foreign Studies, Guangzhou University, Guangzhou, China. · Department of Neurology Sant Pau Memory Unit, Hospital de la Santa Creu i Sant Pau Biomedical Research Institute Sant Pau, Barcelona, Spain. +18

  37. Multimodal LLMs are not all you need for Pediatric Speech Language Pathology

    Apr 29, 2026Darren Fürst, Sebastian Steindl, Ulrich SchäferSpeech Language ModelsDysarthric Speech

    Ostbayerische Technische Hochschule Amberg-Weiden

  38. Phonological Subspace Collapse Is Aetiology-Specific and Cross-Lingually Stable: Evidence from 3,374 Speakers

    Apr 23, 2026Bernard Muller, Antonio Armando Ortiz Barrañón, LaVonne RobertsDysarthric SpeechGrapheme-To-Phoneme

    The Scott-Morgan Foundation, Torquay, United Kingdom · Tecnológico de Monterrey, Monterrey, Mexico

  39. Fixation Sequences as Time Series: A Topological Approach to Dyslexia Detection

    Apr 23, 2026Marius Huber, David R. Reich, Lena A. JägerPersistent HomologyTopology

    Department of Computational Linguistics, University of Zürich, Switzerland

  40. Time vs. Layer: Locating Predictive Cues for Dysarthric Speech Descriptors in wav2vec 2.0

    Apr 23, 2026Natalie Engert, Dominik Wagner, Korbinian Riedhammer +1Wav2VecDysarthric Speech

    Technische Hochschule Nürnberg Georg Simon Ohm, Germany

  41. Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease

    Mar 23, 2026Abner Hernandez, Eunjung Yeo, Kwanghee Choi +12Dysarthric SpeechSelf-Supervised Speech Models

    1FAU Erlangen-Nürnberg, Germany · 2UT Austin, USA · 3CMU, USA +5

  42. PathBench: Speech Intelligibility Benchmark for Automatic Pathological Speech Assessment

    Mar 9, 2026Bence Mark Halpern, Thomas Tienkamp, Defne Abur +1Automatic Speech Recognition EvaluationDysarthric Speech

    1Nagoya University, Japan · Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany · University of Groningen, The Netherlands

  43. BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech

    May 18, 2025Riad Hossain, Muhammad Ashad Kabir, Arat Ibne Golam Mowla +2Dysarthric SpeechBangla

    Department of Computer Science and Engineering, Chittagong University of Engineering and Technology, Chittagong, 4349, Bangladesh · School of Computing, Mathematics and Engineering, Charles Sturt University, Bathurst, NSW, 2795, Australia · School of Science, Engineering and Technology, East Delta University, Chittagong, 4209, Bangladesh +1