Robust ASR

ASR: Automatic Speech Recognition

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23 papers1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

  1. Itgan at NADI 2026 shared task: Parameter-Efficient Whisper Adaptation for Robust, Mixed-Dialect and Code-Switched Arabic ASR

    Oct 7, 2026Ibrahim AlmajaiRobust ASRAutomatic Speech Recognition

    Independent Researcher

  2. Candor-LR: A Dyadic Conversational Dataset for Audio-Visual Speech Recognition

    Sep 9, 2026Rishabh Jain, Aristeidis Papadopoulos, Zhaofeng Lin +1Conversational Speech RecognitionAutomatic Speech Recognition

    Sigmedia Group, School of Engineering, Trinity College Dublin, Ireland

  3. NOPE-HYPE: A Structured Simulation Workflow for Robust Speech-to-Text Across Diverse Acoustic Environments

    Sep 9, 2026Niramay M. Patel, Bibek Behera, Raksha SharmaSpeech TranslationAutomatic Speech Recognition

    IISER Bhopal, India · IIT Bombay, India · IIT Roorkee, India

  4. The Anatomy of an ASR Hallucination

    Sep 3, 2026Hamees Sayed, Apoorv Singh, Kumar Aman +1Robust ASRConformer

    Smallest AI · Fast Code AI

  5. Benchmarking Human and Automatic Speech Recognition of Diverse Speech: Initial Results

    Jul 21, 2026Ilse Huisman, Rares Popa, Yuanyuan Zhang +1ASR EvaluationChild Speech Recognition

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  6. VIB-AVSR: Variational Information Bottleneck for Noise-Robust LLM-Based Audio-Visual Speech Recognition

    Jun 28, 2026Piyush Arora, Navlika Singh, Umberto Cappellazzo +2Automatic Speech RecognitionAudio-Visual Speech Recognition

    Imperial College London, UK · NatWest AI Research, UK

  7. What Was That Again? Certified Robustness for Automatic Speech Recognition

    Jun 26, 2026Andrew C. Cullen, Neil G. Marchant, Jiani Xie +2ASR EvaluationNeural Network Robustness

    University of Melbourne · DST Group, Adelaide

  8. MoDiCoL: A Modular Diagnostic Continual Learning Dataset for Robust Speech Recognition

    Jun 12, 2026Theresa Pekarek Rosin, Matthias Kerzel, Stefan WermterAutomatic Speech RecognitionRobust ASR

    Knowledge Technology, Department of Informatics, University of Hamburg, Germany

  9. Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation

    May 19, 2026Zhifei Xie, Kaiyu Pang, Haobin Zhang +4Automatic Speech RecognitionNoise Robustness

    1NTU · 3Shanghai AI Lab · 2NUS

  10. Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition

    May 13, 2026Kush Juvekar, Kavya Manohar, Aditya Srinivas Menon +2ASR EvaluationSpeech Recognition Benchmarks

    Adalat AI, India

  11. Can We Trust LLMs for Mental Health Screening? Consistency, ASR Robustness, and Evidence Faithfulness

    May 10, 2026Erfan Loweimi, Sofia de la Fuente Garcia, Samira Loveymi +2HealthcareMental Health

    Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, UK · Department of Computer Engineering, Ahvaz Campus, Islamic Azad University, Ahvaz, Iran · School of Health and Social Care, Edinburgh Napier University, Edinburgh, UK

  12. AfriVox-v2: A Domain-Verticalized Benchmark for In-the-Wild African Speech Recognition

    May 5, 2026Busayo Awobade, Gabrial Zencha Ashungafac, Tobi OlatunjiMultilingual ASRASR Evaluation

    Intron Health

  13. Contrastive Regularization for Accent-Robust ASR

    May 5, 2026Van-Phat Thai, Aradhya Dhruv, Duc-Thinh Pham +1Automatic Speech RecognitionSupervised Contrastive Learning

    Air Traffic Management Research Institute, Nanyang Technological University, Singapore · Center of AI Research, VinUniversity, Vietnam

  14. LRS-VoxMM: A benchmark for in-the-wild audio-visual speech recognition

    Apr 30, 2026Doyeop Kwak, Jeongsoo Choi, Suyeon Lee +1ASR EvaluationAutomatic Speech Recognition

    Korea Advanced Institute of Science and Technology, South Korea

  15. Do LLM Decoders Listen Fairly? Benchmarking How Language Model Priors Shape Bias in Speech Recognition

    Apr 23, 2026Srishti Ginjala, Eric Fosler-Lussier, Christopher W. Myers +1ASR EvaluationDemographic Bias in ASR

    The Ohio State University, Columbus, OH, USA · Air Force Research Laboratory, USA

  16. NIM4-ASR: Towards Efficient, Robust, and Customizable Real-Time LLM-Based ASR

    Apr 20, 2026Yuan Xie, Jiaqi Song, Guang Qiu +9Streaming ASRAutomatic Speech Recognition

    Advanced Intelligent Systems Group, NIO

  17. Investigation on the Robustness of Acoustic Foundation Models on Post Exercise Speech

    Mar 29, 2026Xiangyuan Xue, Yuyu Wang, Ruijie Yao +3Robust ASRAutomatic Speech Recognition

    University of North Carolina at Chapel Hill, Chapel Hill, NC, USA · University of Auckland, Auckland, NZ · Duke University, Durham, NC, USA +1

  18. Back to Basics: Revisiting ASR in the Age of Voice Agents

    Mar 26, 2026Geeyang Tay, Wentao Ma, Jaewon Lee +8Robust ASRAutomatic Speech Recognition

    Boson AI

  19. Precision-Varying Prediction (PVP): Robustifying ASR systems against adversarial attacks

    Mar 23, 2026Matías Pizarro, Raghavan Narasimhan, Jonas Killian +1Adversarial RobustnessRobust ASR

    Faculty of Computer Science, Ruhr University Bochum, Bochum, Germany

  20. The Talking Robot: Distortion-Robust Acoustic Models for Robot-Robot Communication

    Mar 7, 2026Hanlong Li, Karishma Kamalahasan, Jiahui Li +2Robust ASRAutomatic Speech Recognition

    Institute of Science Tokyo · Georgia Institute of Technology

  21. Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards

    Mar 5, 2026Linghan Fang, Tianxin Xie, Li LiuRobust ASRAutomatic Speech Recognition

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · Technical University of Munich, Munich, Germany

  22. Robust LLM-based Audio-Visual Speech Recognition with Sparse Modality Alignment and Visual Unit-Guided Refinement

    Mar 4, 2026Fei Su, Cancan Li, Juan Liu +3Robust ASRAudio-Visual Speech Recognition

    School of Computer Science, Wuhan University, China · School of Artificial Intelligence, Wuhan University, China · AI Center, OPPO, China +2

  23. Whisper-RIR-Mega: A Paired Clean-Reverberant Speech Benchmark for ASR Robustness to Room Acoustics

    Feb 27, 2026Mandip GoswamiSpeech Recognition BenchmarksRobust ASR

    Acoustics Researcher, WA, USA