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. VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness

    Jul 9, 2026Iulia-Maria Udrea, Alexandra Diaconu, Bogdan AlexeMultimodal RobustnessVisual Speaker Recognition

    Department of Computer Science, University of Bucharest

  2. From Sinhala to Dhivehi: Cross-Lingual Transfer Learning for Low-Resource Speech Recognition

    Jul 7, 2026Lukmal Ilyas, Nevidu JayatillekeContinued PretrainingLow-Resource Speech Recognition

    School of Computing, Informatics Institute of Technology, Sri Lanka · Department of Computer Science & Engineering, University of Moratuwa, Sri Lanka

  3. Token Merging for Multilingual Speech Recognition: A Systematic Study Across Model Scale and Fine-Tuning

    Jul 7, 2026Dylan Luke HolyoakToken MergingLow-Resource Speech Recognition

    Geffen Academy at UCLA

  4. Progressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASR

    Jul 6, 2026Qu Yang, Cakra Wardhana, Tim NgCode-Switching Speech RecognitionAutomatic Speech Recognition

    Apple, Singapore · National University of Singapore, Singapore

  5. Evaluating the Effect of Linguistic Relatedness on Cross-Lingual Transfer in Large Multilingual Automatic Speech Recognition

    Jul 6, 2026Andrei Florian, Cynthia Jayne Amol, Hope Kerubo Ombaba +6Low-Resource Speech RecognitionCross-Lingual Transfer

    Princeton University · Maseno University

  6. Jointly Improving Dialect Identification and ASR in Indian Languages using Multimodal Feature Fusion

    Jul 3, 2026Saurabh Kumar, Amartyaveer, Prasanta Kumar GhoshMulti-Task LearningMultimodal Fusion

    Department of Electrical Engineering, Indian Institute of Science, Bangalore, India

  7. 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

  8. Tone-Conditioned Curriculum Learning for Low-Resource Bantu Speech Recognition

    Jun 30, 2026Kesego Mokgosi, Vukosi Marivate, Sitwala Mundia +3Automatic Speech RecognitionLow-Resource Speech Recognition

    Technological University Dublin, Ireland · Data Science for Social Impact, University of Pretoria, South Africa · Lelapa AI

  9. Building an ASR Solution for Training and Assessing Children's Reading

    Jun 30, 2026Yacouba Diarra, Nouhoum Souleymane Coulibaly, Mamadou Dembele +2Automatic Speech RecognitionLow-Resource Speech Recognition

    RobotsMali AI4D Laboratory Bamako, Mali

  10. Dziri Voicebot: An End-to-End Low-Resource Speech-to-Speech Conversational System for Algerian Dialect

    Jun 24, 2026Dihia Lanasri, Rebeh Imane Ammar Aouchiche, Abdelkarim Remmide +2TTS SynthesisSpoken Dialogue Systems

    ATM Mobilis · Saad Dahlab Blida 1 University

  11. Data Scale, Not Latency, Shapes Cross-Lingual Encoder Transfer in Streaming ASR

    Jun 23, 2026Nenad BanficStreaming ASRLow-Resource Speech Recognition

    CoreAI, Microsoft

  12. From Speech to Text Corpora: Evaluating ASR-Based Data Acquisition for Low-Resource Fongbe and Hausa

    Jun 20, 2026Mahounan Pericles Adjovi, Victor Olufemi, Roald Eiselen +1Automatic Speech RecognitionLow-Resource Language Processing

    Carnegie Mellon University Africa, Kigali, Rwanda · North-West University, South Africa

  13. Error-Aware TF-IDF Retrieval-Augmented Generation for ASR Error Correction

    Jun 19, 2026Mohammad Aref Jafari-RaddaniRetrieval-Augmented GenerationAutomatic Speech Recognition

    Department of Computer Engineering, Qom University of Technology, Qom, Iran · Asa Electronic Akhtaran, Isfahan, Iran

  14. Synthetic Audio Generation Framework for Air Traffic Control Speech Recognition

    Jun 19, 2026Raphaël Bagat, Zhe Zhang, Junichi Yamagishi +2Synthetic Data GenerationSpeech Processing

    Universit´e de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France · National Institute of Informatics, Tokyo, Japan

  15. Low-Burden Data Augmentation for Dysarthric ASR via Zero-Shot Voice Cloning

    Jun 18, 2026Satwinder Singh, Qianli Wang, Zihan Zhong +4Synthetic Data AugmentationAutomatic Speech Recognition

    DeepNet Discovery Network, University of Auckland, New Zealand · University of Illinois Urbana-Champaign, USA

  16. Improving End-to-End Speech Recognition for Dysarthric Speech through In-Domain Data Augmentation

    Jun 18, 2026Paban Sapkota, Hemant Kumar Kathania, Sudarsana Reddy Kadiri +1Data AugmentationAutomatic Speech Recognition

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, Los Angeles, USA

  17. 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

  18. Improving low-resource ASR using bilingual fine-tuning with language identification: a cross-linguistic evaluation

    Jun 16, 2026Reihaneh Amooie, Yun Hao, Wietse de Vries +3Fine-TuningLanguage Identification

    University of Groningen · Fryske Akademy · Vrije Universiteit Brussel

  19. Pretrained self-supervised speech models can recognize unseen consonants

    Jun 10, 2026Chihiro Taguchi, Éric Le Ferrand, Hirosi Nakagawa +4Automatic Speech RecognitionSelf-Supervised Speech Representation Learning

    University of Notre Dame, USA · University at Buffalo, USA · Tokyo University of Foreign Studies, Japan +3

  20. Gumbel-BEARD: Automatic Layer Selection for Self-Supervised Adaptation of Whisper in Low-Resource Domains

    Jun 9, 2026Zilai Wang, Natarajan Balaji Shankar, Mohan Shi +2Domain Adaptation for ASRDomain Adaptation

    University of California, Los Angeles, USA

  21. Overcoming Decoder Inconsistencies in Whisper for Dravidian and Low-Resource Languages

    Jun 8, 2026Chowdam Venkata Kumar, Kumud Tripathi, Pankaj WasnikAttention MechanismsLow-Resource Language Processing

    Media Analysis Group, Sony Research India

  22. Efficient ASR Training with Conversations that Never Happened

    Jun 2, 2026Máté Gedeon, Péter MihajlikSynthetic Data AugmentationAutomatic Speech Recognition

    Dept. of Telecommunications and Artificial Intelligence, Budapest University of Technology and Economics, Budapest, Hungary · SpeechTex Ltd., Budapest, Hungary · ELTE Research Centre for Linguistics, Budapest, Hungary

  23. 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

  24. Scaling Conversational Hungarian ASR: The BEA-Dialogue+ Corpus

    May 29, 2026Máté Gedeon, Piroska Zsófia Barta, Péter Mihajlik +1Automatic Speech RecognitionLow-Resource Speech Recognition

    Department of Telecommunications and Artificial Intelligence, Budapest University of Technology and Economics, Hungary · Speechtex Ltd., Hungary · ELTE Research Centre for Linguistics, Hungary

  25. Building Community-Centred NLP Resources for Puno Quechua

    May 27, 2026Elwin Huaman, Adrian Gamarra Lafuente, Johanna Cordova +1Automatic Speech RecognitionLow-Resource Language Processing

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

  26. Data-Efficient On-Policy Distillation for Automatic Speech Recognition

    May 27, 2026Yu Lin, Yiming Wang, Runyuan Cai +1Automatic Speech RecognitionOn-Policy Distillation

    AutoArk-AI

  27. FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations

    May 26, 2026Haolong Zheng, Siyin Wang, Xulin Fan +2RL for Language ModelsFew-Shot Domain Adaptation

    University of Illinois Urbana Champaign · Tsinghua University

  28. FalAR: A Large-scale Speaker-Annotated European Portuguese Speech Corpus of Parliamentary Sessions

    May 26, 2026Francisco Teixeira, Carlos Carvalho, Mariana Julião +7Automatic Speech RecognitionLow-Resource Speech Recognition

    INESC-ID, Lisbon, Portugal · Instituto Superior Técnico, Universidade de Lisboa, Portugal

  29. Thaka at KSAA-2026 Task 2: Regularized Fine-Tuning for Arabic Speech Diacritization

    May 25, 2026Meshal Alamr, Hassan Alqaeri, Abdullah AldahlawiFine-TuningArabic NLP

    Thaka, Advanced AI and Information Technology Riyadh, Saudi Arabia

  30. Can Large Language Models Reliably Correct Errors in Low-Resource ASR? A Contamination-Aware Case Study on West Frisian

    May 19, 2026Yun Hao, Reihaneh Amooie, Wietse de Vries +2Automatic Speech RecognitionData Contamination in Language Models

    University of Groningen, The Netherlands