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

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

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  2. AI_LectureNote: A Retrospective Pilot Study of a Post-ASR Workflow for English-Script Rendering and Semantic Drift in Korean-English Medical Lectures

    Jul 19, 2026Kyeongeon Lee, Donghoon Chang, Seungryeol Baek +2ASR EvaluationSpeech Processing

    Sungkyunkwan University, Republic of Korea

  3. RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems

    Jul 16, 2026David Ayllon, Alice Baird, Jeffrey Brooks +11ASR EvaluationVoice Agent Evaluation

    Hume AI Research

  4. An Omnilingual-ASR-Based Speech-LLM System for the 2nd MLC-SLM Challenge

    Jul 14, 2026Shuming Fang, Shuifei ZengASR EvaluationAutomatic Speech Recognition

    UGREEN AI Lab, Shenzhen, China · School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing, China

  5. Generative Testing of Automated Speech Recognition Systems

    Jul 10, 2026Yanis Xabier Wilbrand Peña, Oliver Weißl, Andrea StoccoASR EvaluationBlack-Box Adversarial Attacks

    Technical University of Munich Germany · Technical University of Munich & fortiss GmbH Germany

  6. Revisiting the Relation Between Language Model Perplexity and ASR Word Error Rate for Modern End-to-End Speech Recognition

    Jul 6, 2026Mohammad Zeineldeen, Albert Zeyer, Haoran Zhang +3ASR EvaluationAutomatic Speech Recognition

    AppTek.ai GmbH, Aachen, Germany · Machine Learning and Human Language Technology Group, Faculty of Computer Science, RWTH Aachen University Aachen, Germany

  7. REDDIT: Forgetting-Resistant Correction of Timestamp Drift in ASR via Replay-Based Distribution Editing

    Jul 6, 2026Cheng-Kang Chou, Ming-To Chuang, Ke-Han Lu +2ASR EvaluationSpeech Processing

    National Taiwan University · Carnegie Mellon University · NTU Artificial Intelligence Center of Research Excellence (NTU AI-CoRE)

  8. Context-Aware ASR for Mandarin Technical Lectures

    Jul 6, 2026Ho-Lam Chung, Yiming Chen, Hung-yi LeeASR EvaluationAutomatic Speech Recognition

    1National Taiwan University, Taiwan · 2ASUS

  9. S-DiverSe: Spanish Diverse Speech

    Jul 3, 2026Fernando López, Fernando Ibañez, Ana Martínez +4ASR EvaluationSpeech Processing

    Scientific Research, Telefónica Innovación Digital, Spain · Universidad Autónoma de Madrid, Spain · Brno University of Technology, Czech Republic

  10. From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages

    Jul 1, 2026Jesujoba O. Alabi, Julian Herreilers, Badr M. Abdullah +1ASR EvaluationLow-Resource Language Processing

    Saarland University, Germany · Saigen, South Africa

  11. What Counts as an Error? Dual-Reference Benchmarking for Atypical ASR

    Jun 30, 2026Hawau Olamide Toyin, Srinivasan Umesh, Hanan AldarmakiASR EvaluationAutomatic Speech Recognition

    MBZUAI, UAE · 2SPRING Lab, IIT Madras, India

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

    Jun 29, 2026Yuanyuan Zhang, Dimme de Groot, Jorge Martinez +1ASR EvaluationAutomatic Speech Recognition

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  13. Preference-ASR: A Preference-Aware Test Set for Benchmarking ASR in the Era of Speech LLMs

    Jun 28, 2026Nithin Rao Koluguri, Sasha Meister, Nikolay Karpov +4ASR EvaluationAutomatic Speech Recognition

    NVIDIA, USA

  14. Room for Error: Large-Scale Simulation of Over-the-Air Acoustic Attacks

    Jun 26, 2026Andrew C. Cullen, Neil G. Marchant, Jiani Xie +4ASR EvaluationAdversarial Attacks

    University of Melbourne · DST Group, Adelaide

  15. 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

  16. SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages

    Jun 25, 2026Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +7ASR EvaluationDemographic Bias in ASR

    IIT, Kharagpur · NIMHANS, Bangalore · LGBRIMH, Tezpur

  17. The Anatomy of the CTC Oracle Gap: Acoustic Exhaustion and Linguistic Recovery

    Jun 22, 2026Ivan NovosadASR EvaluationLanguage Model Decoding

    Faculty of Computer Science, HSE University, Moscow, Russia.

  18. HALAS: A Human-Annotated Dataset of Hallucinations of Modern ASR Systems

    Jun 22, 2026Mateusz Barański, Jan Jasiński, Julitta Bartolewska +2ASR EvaluationHallucination Detection

    Signal Processing Group, Institute of Electronics, AGH University of Krakow, Poland

  19. ATCCaps: A Call-Sign-Aware Speech Dataset for Air Traffic Control Recognition

    Jun 21, 2026Dongdong Li, Jianwei Song, Jianwei Wang +1ASR EvaluationAutomatic Speech Recognition

    Department of Computer Science and Technology, East China University of Science and Technology, 130 Meilong Road, Shanghai 200237, China

  20. OpenWER: Improving Cross-Lingual ASR Evaluation and Enabling Token-Based Accuracy Metrics

    Jun 19, 2026Korbinian Kuhn, Gottfried ZimmermannASR EvaluationLow-Resource Language Processing

    Stuttgart Media University, Germany · University of Tübingen, Germany

  21. IndicContextEval: A Benchmark for Evaluating Context Utilisation in Audio Large Language Models Across 8 Indic Languages

    Jun 17, 2026Sakshi Joshi, Dhruv Subhash Rathi, Sanskar Singh +4Audio-Language Model EvaluationASR Evaluation

    1AI4Bharat,Indian Institute of Technology Madras, India · 2Sarvam AI, India

  22. Responsible ASR: Overcoming Challenges of Foundational Models in Narrow-Band and Low-Resource Settings

    Jun 17, 2026Tejas Godambe, Nutan Choudhary, Sanket Shah +2ASR EvaluationAutomatic Speech Recognition

    Applied AI, Krutrim, India

  23. When Multiple Scripts Matter: Evaluating ASR in Clinical Settings

    Jun 16, 2026Jean Seo, Minkyu Kim, Jeonguk Lee +3ASR EvaluationAutomatic Speech Recognition

    AITRICS · University of Copenhagen · AITRICS, 2 University of Copenhagen +2

  24. Stringalign: Moving beyond summary statistics with a transparent Unicode-aware tool for evaluating automatic transcription models

    Jun 14, 2026Yngve Mardal Moe, Marie RoaldASR Evaluation

    †Independent researcher · ‡The National Library of Norway

  25. Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models

    Jun 10, 2026Maneesha Rani Saha, Catherine Bao, Neal PatwariASR EvaluationDemographic Bias in ASR

    University of Utah

  26. Phonetic Error Analysis of Raw Waveform Acoustic Models

    Jun 5, 2026Erfan Loweimi, Zhengjun Yue, Andrea Carmantini +3ASR EvaluationSpeech Processing

    Centre for Speech Technology Research (CSTR), University of Edinburgh, UK · SLAI & CUHK-SZ, China · King’s College London, UK

  27. Beyond WER: A Paired Acoustic Stress Test for Ambient Clinical Scribes

    Jun 4, 2026Xiao-Hang Jiang, Han-Jie Guo, Ying-Si Liang +4ASR EvaluationLanguage Model Safety Evaluation

    University of Science and Technology of China, China · iFLYTEK Co., Ltd., China

  28. Read What You Hear: Reference-Free Hypotheses Evaluation with Acoustic Discrepancy

    Jun 3, 2026Zhihan Li, Hankun Wang, Yiwei Guo +3ASR EvaluationAutomatic Speech Recognition

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, China

  29. SN-WER: Script-Normalized WER for Multi-Script Indic ASR Evaluation

    Jun 1, 2026Priyaranjan PattnayakASR EvaluationMultilingual ASR

    Oracle America Inc.

  30. WAXAL-NET: Finetuned Edge ASR Across 19 African Languages

    Jun 1, 2026Victor Tolulope Olufemi, Oreoluwa Babatunde, Ramsey Njema +28ASR EvaluationDomain Adaptation for ASR

    CMU Africa · LyngualLabs · MBZUAI