ASR Evaluation

ASR: Automatic Speech Recognition

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20 papers in the last four weeks, up 400% on the four weeks before. 0.2% of all new papers.

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  1. Mind the Accent Gap: British Accent Robustness in Speech-Driven Financial Voice Assistants

    Oct 5, 2026Aadam Haq, Oggi Rudovic, Malcolm Chadwick +5ASR EvaluationVoice Agent Evaluation

    NatWest, UK

  2. Automatic Speech Recognition for Low-Resource Sinhala: A Critical Review of Methods, Challenges, and Future Directions

    Oct 5, 2026Chanuka Dinuwan, Sanath Jayasena, Buddhika KarunarathneASR EvaluationAutomatic Speech Recognition

    MSc in Data Science and Artificial Intelligence Department of Computer Science & Engineering University of Moratuwa, Sri Lanka · University of Moratuwa, Sri Lanka

  3. SHAMS: An Audio-Grounded Pronunciation Benchmark for Levantine Arabic

    Oct 1, 2026Ben Sapirstein, Roy Mattar, Guy Mor-Lan +3ASR EvaluationArabic NLP

    Reichman University · Independent Researcher · The Hebrew University of Jerusalem +2

  4. Who Said What, and Will It Be Remembered? Evaluating Persistent Speaker Attribution Across Meetings

    Sep 30, 2026Shantanu Vispute, Aditya Mishra, Siddhartha SaxenaASR EvaluationSpeaker Diarization

    Foyer

  5. FFASR: Benchmarking Far-Field Automatic Speech Recognition using High-Fidelity Simulated RIRs

    Sep 30, 2026Shivam Saini, Eric Bezzam, Georg Götz +5ASR EvaluationAutomatic Speech Recognition

    Treble Technologies, Reykjavík, Iceland · Hugging Face, Paris, France

  6. Talk2Agent: Benchmarking Voice Interfaces for Text Agents

    Sep 30, 2026Terumi Chiba, Guangzhi Sun, Zheqi Yuan +1ASR EvaluationVoice Agent Evaluation

    Department of Electronic Engineering, Tsinghua University · University of Cambridge

  7. Benchmarking Automatic Speech Recognition Tools for Iberian Languages

    Sep 29, 2026Fernando López, Pablo Gómez, David Solans +2ASR EvaluationAutomatic Speech Recognition

    Telefónica Innovación Digital, Spain · Universidad Autónoma de Madrid, Spain

  8. CoSE-E: A Benchmark for Code-switched Speech Evaluation in Enterprise Settings

    Sep 28, 2026Shama Gupta, Hoang H Nguyen, Chelsea Huang +2Code-Switching Speech RecognitionASR Evaluation

    ServiceNow AI Research · Qualcomm Technologies, Inc.

  9. Almieyar: A Culturally Grounded Benchmark for Multi-Dialect Arabic Speech Recognition

    Sep 28, 2026Omid Ghahroodi, Anas Madkoor, Dima Faris Al Saudi +37ASR EvaluationArabic NLP

    QCRI, HBKU · Qatar University · UDST +15

  10. CARDAMOM: A Micro-Dialectal Arabic Speech Dataset for ASR

    Sep 28, 2026Bashar Talafha, Samar M. Magdy, Aisha Alansari +36ASR EvaluationArabic NLP

    The University of British Columbia · King Fahd University of Petroleum and Minerals · Al al-Bayt University +13

  11. Benchmarking and Domain Adaptation of Automatic Speech Recognition (ASR) for Adolescent Health Communication in Ghanaian Languages

    Sep 24, 2026Stephen E. Moore, Akwasi Asare, Mich-Seth Owusu +3ASR EvaluationDomain Adaptation for ASR

    Department of Mathematics, University of Cape Coast, Ghana · Ghana Natural Language Processing, Cape Coast, Ghana

  12. Temporal Taxation Compounds Under Post-Training Compression of Whisper Models

    Sep 23, 2026Srishti Ginjala, Eric Fosler-Lussier, Christopher W. Myers +1ASR EvaluationSpeech Foundation Models

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

  13. ASR ensembling for phoneme intelligibility evaluation of speech anonymizers

    Sep 23, 2026Victor Ménestrel, Sebastian Möller, Slim Ouni +1ASR EvaluationSpeech Processing

    Technische Universität Berlin, Faculty IV, Berlin, Germany · Université de Lorraine, CNRS, Inria, Loria, F-54000, Nancy, France

  14. NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Task

    Sep 22, 2026Peter Sullivan, Bashar Talafha, Ahmed Ashraf +11ASR EvaluationSpoken Language Understanding

    The University of British Columbia · King Fahd University of Petroleum & Minerals · Avignon Université +4

  15. Vimarsha: Faithful ASR Evaluation for Indian Languages with Demographic Diversity, In-the-Wild Audio and Spelling Variations

    Sep 21, 2026Kaushal Santosh Bhogale, Srija Anand, Sadakopa Ramakrishnan Thothathiri +3ASR EvaluationDemographic Bias in ASR

    Indian Institute of Technology, Madras, India · Sarvam AI, India

  16. Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain

    Sep 17, 2026Aakash Singh, Lakshmi Pedapudi, Chandrashekar M S +3ASR EvaluationAutomatic Speech Recognition

    Digital Green

  17. HearInContext: A Benchmark for Implicit Context in Speech Recognition

    Sep 16, 2026Yifan Gao, Yao Tian, Hongbin SuoASR EvaluationAutomatic Speech Recognition

    AI Center, OPPO, Beijing, China

  18. A Probe Shift Is Not a Fairness Fix: The Limits of Representation Steering in Speech Models

    Sep 16, 2026Nicolas Bourrel, Abderrahmane Issam, Gerasimos SpanakisASR EvaluationDemographic Bias in ASR

    Department of Advanced Computing Sciences Maastricht University

  19. What Counts as a Mistake? Annotating Recitation Events in Quran Memorization Transcripts

    Sep 14, 2026Mohamad Al Mdfaa, Nursultan Askarbekuly, Ahmed Helaly +2ASR EvaluationLLM-Assisted Annotation

    LemoniLab FZCO (lemonilab.com) · Innopolis University (innopolis.ru)

  20. Beyond Word Error Rate: A Switch Aware Evaluation of ASR and Audio Language Models on English Yoruba Code-Switched Speech

    Sep 12, 2026Chibuzor Okocha, Christan Earl GrantAudio-Language Model EvaluationCode-Switching Speech Recognition

    Department of Computer & Information Science & Engineering University of Florida, Gainesville, FL, USA

  21. AVSRBench: A Multi-Condition AVSR Benchmark

    Sep 9, 2026Rishabh Jain, Naomi HarteASR EvaluationOOD Generalization

    Sigmedia Group, School of Engineering Trinity College Dublin, Ireland

  22. SEA-SpeechBench: A Large-Scale Multitask Benchmark for Speech Understanding Across Southeast Asia

    Sep 9, 2026Jingyi Liao, Wenyu Zhang, Zhuohan Liu +6Audio-Language Model EvaluationASR Evaluation

    Institute of Advanced Intelligence and Computing, A*STAR · Nanyang Technological University · Center for AI Safety +1

  23. The SLT 2026 SmartGlasses Challenge: Benchmarking Egocentric Multi-Talker Speech Recognition and Understanding with Audio-Language Models

    Aug 12, 2026Dehui Gao, Zhixian Zhao, Zhennan Lin +14Audio-Language Model EvaluationASR Evaluation

    Huawei · AIShell Inc · Shanghai Jiao Tong University +4

  24. Easper: An Accessible ASR Pipeline for Language Documentation

    Aug 12, 2026Aso Mahmudi, Ting Dang, Ekaterina Vylomova +1ASR EvaluationAutomatic Speech Recognition

    School of Computing and Information Systems, The University of Melbourne, Australia · School of Languages and Linguistics, The University of Melbourne, Australia

  25. Seeds Before Objectives: Rethinking Evaluation for Low-Resource Garhwali ASR

    Aug 11, 2026Karamvir Singh Batra, Prathamjyot Singh, Ashima Sood +2ASR EvaluationML Reproducibility

    Thapar Institute of Engineering and Technology, Patiala, Punjab, India · Ulster University, Londonderry, United Kingdom · Ulster University, Belfast, United Kingdom

  26. ASR-Roundtrip Evaluation Can Mask Context- and Convention-Dependent Reading Errors in Chinese News TTS

    Aug 11, 2026Shijun Luo, Lizhi WanASR EvaluationTTS Synthesis

    NetEase Cloud Music, Hangzhou, China

  27. How to Recognize New Words: A Comparison Between Context Biasing Methods and Speech LLMs

    Aug 6, 2026Christian Huber, Alexander WaibelASR EvaluationAutomatic Speech Recognition

    Interactive Systems Lab · Karlsruhe Institute of Technology · Karlsruhe, Germany +2

  28. AgenticASR: Refining Speech Recognition in Real-World Scenarios via an Agentic Approach

    Jul 30, 2026Zixuan Jiang, Binghao Qiang, Jiaying Chi +3ASR EvaluationStreaming ASR

    X-LANCE lab, Shanghai Jiao Tong University · Shanghai Innovation Institute · College of Artificial Intelligence, Xi’an Jiaotong University

  29. Earnings25: A Comprehensive 500-Hour Speech Benchmark for Finance

    Jul 26, 2026Denglin Jiang, Haoran Zhou, Anshul Wadhawan +7ASR EvaluationAutomatic Speech Recognition

    Bloomberg, United States

  30. Indic DiarBench: A Multilingual Joint Diarization and ASR Benchmark for Indian Languages

    Jul 26, 2026Deovrat Mehendale, Aditya Mehndiratta, Dhruv Rathi +2ASR EvaluationSpeech Processing

    Sarvam AI, India · AI4Bharat, IIT Madras, India