Multilingual ASR

ASR: Automatic Speech Recognition

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16 papers in the last four weeks, against 1 the four weeks before. 0.2% of all new papers.

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  1. Sometin Beta Pass Notin (SBPN): Improving Multilingual ASR for Nigerian Languages via Knowledge Distillation

    May 18, 2026Sewade OgunLow-Resource Language ProcessingLow-Resource Speech Recognition

  2. Direct Preference Optimization for English-Mandarin Code-Switching Speech Recognition in Audio LLMs

    May 13, 2026Trung Nguyen Quang, Cheng Yi Lewis Won, Minh Duc Pham +3Code-Switching Speech RecognitionAudio-Language Models

    Institute for Infocomm Research (I2R), A⋆STAR, Singapore · Nanyang Technological University, Singapore

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

    May 13, 2026Kush Juvekar, Kavya Manohar, Aditya Srinivas Menon +2ASR EvaluationAutomatic Speech Recognition

    Adalat AI, India

  4. WorldSpeech: A Multilingual Speech Corpus from Around the World

    May 9, 2026Antonis Asonitis, Luca A. Lanzendörfer, Frédéric Berdoz +1Automatic Speech RecognitionLow-Resource Speech Recognition

    ETH Zurich

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

    May 5, 2026Busayo Awobade, Gabrial Zencha Ashungafac, Tobi OlatunjiAudio-Language Model EvaluationASR Evaluation

    Intron Health

  6. The TTS-STT Flywheel: Synthetic Entity-Dense Audio Closes the Indic ASR Gap Where Commercial and Open-Source Systems Fail

    May 4, 2026Venkata Pushpak Teja MentaCode-Switching Speech RecognitionASR Evaluation

    Praxel Ventures

  7. StarDrinks: An English and Korean Test Set for SLU Evaluation in a Drink Ordering Scenario

    Apr 29, 2026Marcely Zanon Boito, Caroline Brun, Inyoung Kim +5Spoken Language UnderstandingConversational Agents

    NAVER LABS Europe

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

    Apr 21, 2026Kaushal Bhogale, Manas Dhir, Amritansh Walecha +11ASR EvaluationAutomatic Speech Recognition

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

  9. MUSCAT: MUltilingual, SCientific ConversATion Benchmark

    Apr 17, 2026Supriti Sinhamahapatra, Thai-Binh Nguyen, Yiğit Oğuz +3Code-Switching Speech RecognitionASR Evaluation

    Karlsruhe Institute of Technology · Carnegie Mellon University

  10. Advancing LLM-based phoneme-to-grapheme for multilingual speech recognition

    Mar 31, 2026Lukuan Dong, Ziwei Li, Saierdaer Yusuyin +2Multilingual ASRSpeech Language Models

    TasiTech Co., Ltd., China · Speech Processing and Machine Intelligence (SPMI) Lab, Tsinghua University, China · School of Computer Science and Technology, Xinjiang University, China

  11. An Empirical Recipe for Universal Phone Recognition

    Mar 30, 2026Shikhar Bharadwaj, Chin-Jou Li, Kwanghee Choi +4Automatic Speech RecognitionMultilingual ASR

    Carnegie Mellon University, USA · The University of Texas at Austin, USA

  12. KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness

    Mar 30, 2026Jinyoung Kim, Hyeongsoo Lim, Eunseo Seo +4Audio-Language Model EvaluationSpeech Processing

    Department of Artificial Intelligence, Chung-Ang University · Upstage AI

  13. ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & Benchmark

    Feb 13, 2026Tung X. Nguyen, Nhu Vo, Giang-Son Nguyen +6Code-Switching Speech RecognitionAutomatic Speech Recognition

    College of Engineering and Computer Science, VinUniversity, Vietnam · Center for AI Research, VinUniversity, Vietnam · University of Technology Sydney, Australia +1

  14. PRiSM: Benchmarking Phone Realization in Speech Models

    Jan 20, 2026Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim +13Automatic Speech RecognitionSpeech Language Models

    1CMU · 2GIST · 3UT Austin +4

  15. From Speech to Subtitles: Evaluating ASR Models in Subtitling Italian Television Programs

    Dec 22, 2025Alessandro Lucca, Francesco Corso, Francesco PierriAutomatic Speech RecognitionMultilingual ASR

    Politecnico di Milano

  16. M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR

    Oct 25, 2025Ruixiang Mao, Xiangnan Ma, Qing Yang +7Automatic Speech RecognitionMultilingual ASR

    School of Computer Science and Engineering, Northeastern University, Shenyang, China · NiuTrans Research · Kunming University of Science and Technology, China

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

    Date pendingHiwa AsadpourASR EvaluationAutomatic Speech Recognition

    Saarland University and Goethe University Frankfurt