Low-Resource Speech Recognition

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11 papers in the last four weeks, up 83% on the four weeks before. 0.1% 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. WARDEN: Endangered Indigenous Language Transcription and Translation with 6 Hours of Training Data

    May 13, 2026Ziheng Zhang, Yunzhong Hou, Naijing Liu +1Low-Resource MTLow-Resource Language Processing

    Australian National University · University of Oxford

  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. Dolphin-CN-Dialect: Where Chinese Dialects Matter

    May 9, 2026Yangyang Meng, Huihang Zhong, Guodong Lin +6Streaming ASRAutomatic Speech Recognition

    1Dataocean AI · 2Speech and Audio Technology Lab, Dept. EE, Tsinghua University

  6. Bangla-WhisperDiar: Fine-Tuning Whisper and PyAnnote for Bangla Long-Form Speech Recognition and Speaker Diarization

    May 6, 2026Mohammed Aman Bhuiyan, Md Sazzad Hossain Adib, Samiul Basir Bhuiyan +4Audio UnderstandingAutomatic Speech Recognition

    Department of ECE, North South University, Dhaka, Bangladesh

  7. 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

  8. Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?

    Apr 30, 2026Yurii Halychanskyi, Nimet Beyza Bozdag, Mark Hasegawa-Johnson +2Synthetic-to-Real Domain AdaptationSynthetic Data Augmentation

    University of Illinois Urbana-Champaign, USA · National Center for Supercomputing Applications, USA

  9. Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages

    Apr 20, 2026V. S. D. S. Mahesh Akavarapu, Michael Daniel, Gerhard JägerASR EvaluationAutomatic Speech Recognition

    University of Tübingen · University of Jena

  10. AfriVoices-KE: A Multilingual Speech Dataset for Kenyan Languages

    Apr 9, 2026Lilian Wanzare, Cynthia Amol, Ezekiel Maina +14Low-Resource Language ProcessingLow-Resource Speech Recognition

    Maseno University, Kenya · United States International University, Kenya · Dedan Kimathi University of Technology, Kenya +4

  11. 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

  12. Bootstrapping Audiovisual Speech Recognition in Zero-AV-Resource Scenarios

    Mar 9, 2026Pol Buitrago, Javier HernandoSynthetic Data AugmentationAudio-Visual Representation Learning

    Barcelona Supercomputing Center (BSC), Spain · Universitat Polit`ecnica de Catalunya (UPC), Spain

  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. Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs

    Jan 18, 2026Hunzalah Hassan Bhatti, Firoj Alam, Shammur Absar ChowdhurySpoken Language UnderstandingSpeech Processing

    Qatar Computing Research Institute, Qatar

  15. SITA: Learning Speaker-Invariant and Tone-Aware Speech Representations for Low-Resource Tonal Languages

    Jan 14, 2026Tianyi Xu, Xuan Ouyang, Binwei Yao +4Audio Representation LearningSelf-Supervised Speech Representation Learning

    University of Wisconsin–Madison, Madison, WI, USA

  16. BaltiVoice: A Speech Corpus and Fine-tuned Whisper ASR System for the Balti Language

    Date pendingMuhammad AliAutomatic Speech RecognitionLow-Resource Language Processing

    Independent AI/ML Researcher Gilgit-Baltistan, Pakistan · Alumnus, The Islamia University of Bahawalpur (IUB)

  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