Domain Adaptation for ASR

ASR: Automatic Speech Recognition

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9 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Itgan at NADI 2026 shared task: Parameter-Efficient Whisper Adaptation for Robust, Mixed-Dialect and Code-Switched Arabic ASR

    Oct 7, 2026Ibrahim AlmajaiAutomatic Speech RecognitionCode-Switching Speech Recognition

    Independent Researcher

  2. BaLEEN: Biasing with Latent Encoded Entities for Context-Aware ASR

    Sep 29, 2026Chihiro Taguchi, Yotaro Kubo, Rujikorn CharakornDomain Adaptation for ASRAutomatic Speech Recognition

    University of Notre Dame, Department of Computer Science and Engineering, IN, USA · Sakana AI, Tokyo, Japan

  3. In-Context Adaptation of Encoder-Decoder Models in Speech Recognition

    Sep 27, 2026Yen Meng, Sharon Goldwater, Hao TangDomain Adaptation for ASRAutomatic Speech Recognition

    The Centre for Speech Technology Research, University of Edinburgh, United Kingdom

  4. Pretrained ASR Pseudo-labeling for Noisy Police Audio

    Sep 24, 2026Kaavya Chaparala, Su Huang, Stephen L. Morgan +2Domain Adaptation for ASRAutomatic Speech Recognition

    Johns Hopkins University, Baltimore, USA · Providence College, Providence, USA

  5. Benchmarking and Domain Adaptation of Automatic Speech Recognition (ASR) for Adolescent Health Communication in Ghanaian Languages

    Sep 24, 2026Stephen E. Moore, Akwasi Asare, Mich-Seth Owusu +3ASR EvaluationDomain Adaptation for ASR

    Department of Mathematics, University of Cape Coast, Ghana · Ghana Natural Language Processing, Cape Coast, Ghana

  6. Learning New Words from Unlabeled Test Data in Automatic Speech Recognition

    Sep 24, 2026Mengqi Wang, Mark A. Hasegawa-Johnson, Haolong Zheng +1Test-Time AdaptationDomain Adaptation for ASR

    University of Illinois at Urbana-Champaign, USA · Korea Advanced Institute of Science and Technology, South Korea

  7. Encoder Awakening via Adapters: Effective Domain-Adaptive Fine-tuning of Speech-LLMs

    Sep 16, 2026Mohan Shi, Zilai Wang, Natarajan Balaji Shankar +3Domain Adaptation for ASRAdapter Tuning

    Department of Electrical and Computer Engineering University of California Los Angeles Los Angeles, USA

  8. Merging the Knowledge of LLMs for Automatic Speech Recognition

    Sep 14, 2026Hayato Futami, Tatsuya KawaharaDomain Adaptation for ASRAutomatic Speech Recognition

    Graduate School of Informatics, Kyoto University, Japan

  9. Automatic Lyric Transcription for Greek Songs: Scaling and Task Composition Effects in Whisper Adaptation

    Sep 11, 2026Maria Frangiadaki, Dimitrios Damianos, Kosmas Kritsis +1Domain Adaptation for ASRMulti-Task Learning

    Institute for Language and Speech Processing, Athena R.C., Greece

  10. Whisper-Based Speech Transcription from Videos Across Multiple Languages for Cross-Cultural Understanding

    Sep 11, 2026Michael PichenyDomain Adaptation for ASRAutomatic Speech Recognition

    NYU Courant Institute School of Mathematics, Computing, and Data Science NYU New York, USA

  11. SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech Recognition

    Sep 1, 2026Biraj SubediDomain Adaptation for ASRAutomatic Speech Recognition

    Independent Researcher

  12. When Synthetic Speech Is All You Have: Better Call GRPO

    Jul 9, 2026Shashi Kumar, Yanis Labrak, Hasindri Watawana +5Synthetic-to-Real Domain AdaptationDomain Adaptation for ASR

    Idiap Research Institute, Martigny, Switzerland · EPFL, Lausanne, Switzerland · Uniphore, U.S.A. +1

  13. Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech

    Jul 9, 2026Hao Wu, RongQi Han, Zhen Wang +2Domain Adaptation for ASRAutomatic Speech Recognition

    Shanghai Qi Zhi Institute, Shanghai, China · Megatronix (Beijing) Technology Co., Ltd

  14. Speaker Identity in Non-Verbal Vocalizations: Conditional Distillation and Mixture of Experts Approach

    Jun 19, 2026Tzu-Chieh Wei, Yi-Cheng Lin, Huang-Cheng Chou +4Speaker VerificationDomain Adaptation for ASR

    University of Michigan, USA · National Taiwan University, Taipei, Taiwan · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, USA +1

  15. 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

  16. 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

  17. When Helpful Context Leaks: Privacy Risks in Domain-Adapted ASR

    May 27, 2026Maike Züfle, Jan NiehuesData LeakageDomain Adaptation for ASR

    Karlsruhe Institute of Technology, Germany

  18. Refining Pseudo-Audio Prompts with Speech-Text Alignment for Text-Only Domain Adaptation in LLM-Based ASR

    May 14, 2026Ryo Magoshi, Takashi Maekaku, Yusuke ShinoharaDomain Adaptation for ASRDomain Adaptation

    Graduate School of Informatics, Kyoto University, Japan · LY Corporation, Japan

  19. Closing the Speech-Text Gap with Limited Audio for Effective Domain Adaptation in LLM-Based ASR

    Apr 7, 2026Thibault Bañeras-Roux, Sergio Burdisso, Esaú Villatoro-Tello +9Domain Adaptation for ASRCross-Modal Alignment

    Idiap Research Institute, Switzerland · Laboratoire d’Informatique et des Syst`emes, France · EPFL, Switzerland +2

  20. Text-only adaptation in LLM-based ASR through text denoising

    Jan 28, 2026Andrés Carofilis, Sergio Burdisso, Esaú Villatoro-Tello +8Domain Adaptation for ASRDomain Adaptation

    Idiap Research Institute · EPFL, Lausanne · Uniphore +2

  21. WhisTLE: Deeply Supervised, Text-Only Domain Adaptation for Small Pretrained Speech Recognition Transformers

    Sep 12, 2025Akshat Pandey, Karun Kumar, Raphael TangDomain Adaptation for ASRDomain Adaptation

    Comcast · Speech AI · Washington, D.C., USA +3