Speech Recognition Benchmarks

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31 papers9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

  1. Fine-Tuning a Transducer for Impaired Speech: Where the Gains Appear and What They Mean for Evaluation

    Nov 5, 2026Kien Nguyen, Tuan Dinh, Bao PhanDysarthric Speech RecognitionClinical Speech Processing

    Eloky

  2. ufakzeka-kulak: Building and Evaluating a 31.6M-Parameter Turkish Speech Recognizer from Scratch

    Nov 2, 2026Sait Furkan TekeAutomatic Speech RecognitionSpeech Recognition Benchmarks

    ufak AI

  3. From Transcription to Reformulation: Defining and Benchmarking Grounded Generative Speech Recognition

    Oct 30, 2026Qing Wang, Qihan Hu, Hang Lv +9Automatic Speech RecognitionASR Evaluation

    Xingchen AGI Lab, China Telecom Artificial Intelligence Technology Co. Ltd, China

  4. ETC-Bench: A Multilingual Benchmark for Evaluation-Side Transcript Canonicalization

    Oct 27, 2026Zhiheng Qian, Junhao Du, Jing Peng +5Speech Recognition Benchmarks

    Jiangsu Key Lab of Language Computing · AISpeech Ltd, Suzhou, China · School of Intelligence Science and Technology, Nanjing University

  5. One Mean Log-Mel Vector per Phoneme: Simple and Fast Text Injection for Speech Recognition

    Oct 25, 2026Albert Zeyer, Davyd Naveriani, Dorian Koch +2Automatic Speech RecognitionSynthetic Data Augmentation for Speech Recognition

    Machine Learning and Human Language Technology Group, RWTH Aachen University, Germany · AppTek GmbH, Aachen, Germany

  6. Measuring the Verifier's Floor: How Much Apparent Rare-Word Text-to-Speech Error Is ASR Error?

    Oct 22, 2026Kirill Borodin, Vasilii Kudryavtsev, Nikita Vasiliev +1TTS EvaluationAutomatic Speech Recognition

    BitmanagerAI, Dubai, UAE · lab260, Yerevan, Armenia

  7. Synthetic-to-Real Code-Switched ASR: A Spontaneous Nepali-English Podcast Benchmark

    Oct 22, 2026Firoj PaudelCode-Switching Speech RecognitionDomain Adaptation for ASR

    Wiseyak Inc.

  8. Omnilingual-MsASR: Benchmarking Multimodal, Multilingual, Long-Form Multi-Speaker ASR of Omni Large Language Models

    Oct 21, 2026Yuan Ge, Pei Zhang, Xize Cheng +8Multi-Speaker ASRSpeech Recognition Benchmarks

    Northeastern University, China · Alibaba Token Hub, Alibaba · Kunming University of Science and Technology +1

  9. AfriBED: a Speech Recognition Bias Evaluation Dataset for Low Resource African Languages

    Oct 19, 2026Claytone Sikasote, Hussein Suleman, Jan BuysDemographic Bias in ASRASR Evaluation

    Department of Computer Science, University of Cape Town, Cape Town, South Africa

  10. TeleASR-Amharic: A Benchmark for Robust Amharic ASR in Realistic Telecommunication Conditions

    Oct 19, 2026Dagnachew Mekonnen Marilign, Enrique Molero, Abrham Haile +2Automatic Speech RecognitionRobust ASR

    HiLCoE School of Computer Science and Technology · GSMA · gheero +1

  11. OpenSVBench: Diagnosing Speaker Verification Generalization Across Deployment Scenarios

    Oct 9, 2026Qituan Shangguan, Bosen Xu, Shuai WangSpeech Recognition BenchmarksSpeaker Verification

    School of Intelligence Science and Technology Nanjing University Suzhou, China

  12. 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

  13. mu-bench: A Multilingual Utterance Transcription Benchmark

    Sep 25, 2026Andrea Li, Soham RayConversational Speech RecognitionASR Evaluation

    UC Berkeley · Sierra AI

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

    Sep 16, 2026Yifan Gao, Yao Tian, Hongbin SuoASR EvaluationContextual ASR

    AI Center, OPPO, Beijing, China

  15. VoiceCodeBench: Evaluating Exact Structured-Token Recovery in Automatic Speech Recognition

    Aug 28, 2026Tyler Baumgartner, Brandon Tai, Lisa Kaelin-Martin +4Speech Recognition BenchmarksAutomatic Speech Recognition

    Besimple AI, San Mateo, CA, USA

  16. Unadapted Multilingual ASR on a Garrusi Kurdish Evaluation Set: A Common-Reference Staged Normalization Analysis

    Aug 17, 2026Hiwa AsadpourASR EvaluationSpeech Recognition Benchmarks

    Saarland University and Goethe University Frankfurt

  17. Do Audio Language Models Use Paralinguistic Evidence? Counterfactual Audits for Response Evaluation

    Aug 7, 2026Kevin Miller, Arjun Chandra, Venkatesh SaligramaAudio-Language Model EvaluationSpeech Recognition Benchmarks

    Boston University

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

    Jul 26, 2026Denglin Jiang, Haoran Zhou, Anshul Wadhawan +7ASR EvaluationSpeech Recognition Benchmarks

    Bloomberg, United States

  19. 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

  20. Kiwano: A Cutting-Edge Open-Source Toolkit for Speaker Verification

    Jun 21, 2026Mickael Rouvier, Pierre Michel BousquetSpeaker VerificationSpeech Processing

    1Avignon University, LIA, UPR 4128, France

  21. UniVocal: Unified Speech-Singing Code-Switching Synthesis

    Jun 1, 2026Yufei Shi, Qian Chen, Wen Wang +3Singing Voice SynthesisTTS Synthesis

    Tongyi Fun Team, Alibaba Group

  22. Building Community-Centred NLP Resources for Puno Quechua

    May 27, 2026Elwin Huaman, Adrian Gamarra Lafuente, Johanna Cordova +1Speech Recognition BenchmarksAutomatic Speech Recognition

    University of Cambridge (UK) · Stanford University (USA) · ERTIM - Inalco (France)

  23. SCRIBE: Diagnostic Evaluation and Rich Transcription Models for Indic ASR

    May 20, 2026Kavya Manohar, Arghya Bhattacharya, Kush Juvekar +1ASR EvaluationAutomatic Speech Recognition

    Adalat AI, India

  24. 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

  25. 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

  26. AppTek Call-Center Dialogues: A Multi-Accent Long-Form Benchmark for English ASR

    Apr 30, 2026Eugen Beck, Sarah Beranek, Uma Moothiringote +4ASR EvaluationSpeech Processing

  27. Voice of India: A Large-Scale Benchmark for Real-World Speech Recognition in India

    Apr 21, 2026Kaushal Bhogale, Manas Dhir, Amritansh Walecha +11ASR EvaluationSpeech Recognition Benchmarks

    Indian Institute of Technology, Madras, India · Josh Talks, India

  28. AI-Driven Modular Services for Accessible Multilingual Education in Immersive Extended Reality Settings: Integrating Speech Processing, Translation, and Sign Language Rendering

    Apr 7, 2026N. D. Tantaroudas, A. J. McCracken, I. Karachalios +1Speech Recognition BenchmarksSpeech Translation

    Institute of Communications and Computer Systems (ICCS), Iroon Polytechneiou 9, 15773 Zografou, Athens, Greece · DASKALOS-APPS, 183 Rue de l’Abbé Griffon, 01960 Péronnas, France · National Technical University of Athens, Leof. Alimou, Katechaki, Zografou 15772, Athens, Greece +1

  29. Contextual Earnings-22: A Speech Recognition Benchmark with Custom Vocabulary in the Wild

    Mar 28, 2026Berkin Durmus, Chen Cen, Eduardo Pacheco +2Contextual ASRSpeech Recognition Benchmarks

    Argmax, Inc., USA · University of California, Los Angeles, USA

  30. 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