Automatic Speech Recognition

Also known as ASR

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54 papers in the last four weeks, up 238% on the four weeks before. 0.5% 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. Boundary-Free Contextual Biasing: Depth-Adaptive Gating and Reading-Space Matching for Unsegmented Languages

    Oct 7, 2026Muhammad Huzaifah, Yu Pan, Zachary Yeo +2Automatic Speech Recognition

    R&D Team, Recho Inc., Tokyo, Japan

  3. Breaking Adversarial Transferability in Fine-Tuned Speech Recognition

    Oct 6, 2026Mojtaba Nafez, Aref Mousavi, Mohammad Ebrahim Mahdavi +3Adversarial TransferabilityAutomatic Speech Recognition

    Department of Computer Engineering Sharif University of Technology · Department of Computer Engineering University of Isfahan

  4. Phoneme-Guided Initialization for LLM-based Speech Recognition

    Oct 6, 2026Ryo Magoshi, Shinsuke Sakai, Tatsuya KawaharaAutomatic Speech RecognitionSpeech Language Models

    Graduate School of Informatics, Kyoto University, Japan

  5. DirectSpeech2LLM: A Simple End-to-End Framework to Mitigate Prompt Overfitting in Speech-LLMs

    Oct 6, 2026Hemant Yadav, Sunayana Sitaram, Roger Zimmermann +1Automatic Speech RecognitionSpeech Language Models

    IIIT Delhi, India · Microsoft Research, India · National University of Singapore

  6. HINTT Submission to the 2nd MLC-SLM Challenge: Comparing Cascaded and Unified Approaches to Diarization and ASR

    Oct 6, 2026Takanori Ashihara, Kohei Matsuura, Masato MimuraAutomatic Speech RecognitionSpeech Language Models

    NTT, Inc., Japan

  7. Mind the Accent Gap: British Accent Robustness in Speech-Driven Financial Voice Assistants

    Oct 5, 2026Aadam Haq, Oggi Rudovic, Malcolm Chadwick +5ASR EvaluationVoice Agent Evaluation

    NatWest, UK

  8. Automatic Speech Recognition for Low-Resource Sinhala: A Critical Review of Methods, Challenges, and Future Directions

    Oct 5, 2026Chanuka Dinuwan, Sanath Jayasena, Buddhika KarunarathneASR EvaluationAutomatic Speech Recognition

    MSc in Data Science and Artificial Intelligence Department of Computer Science & Engineering University of Moratuwa, Sri Lanka · University of Moratuwa, Sri Lanka

  9. AraYoungVoices: A Diverse L1/L2 Corpus of Arabic Child and Adolescent Speech

    Oct 4, 2026Shammur Absar Chowdhury, Zien Sheikh Ali, Houssam Eddine-Othman Lachemat +1Automatic Speech Recognition

    Qatar Computing Research Institute, Qatar

  10. Toward Elastic Speech Inference: Training-Free Wake-Word Detection from Pretrained ASR

    Oct 1, 2026Hwayeon Kim, Youngwon Choi, Hyeonyu KimModel CompressionSpeech Processing

    MAUM AI Inc., Republic of Korea

  11. FFASR: Benchmarking Far-Field Automatic Speech Recognition using High-Fidelity Simulated RIRs

    Sep 30, 2026Shivam Saini, Eric Bezzam, Georg Götz +5ASR EvaluationAutomatic Speech Recognition

    Treble Technologies, Reykjavík, Iceland · Hugging Face, Paris, France

  12. Talk2Agent: Benchmarking Voice Interfaces for Text Agents

    Sep 30, 2026Terumi Chiba, Guangzhi Sun, Zheqi Yuan +1ASR EvaluationVoice Agent Evaluation

    Department of Electronic Engineering, Tsinghua University · University of Cambridge

  13. AS2^2D: Accelerating On-Demand Audio Understanding on Mobile Devices

    Sep 29, 2026Yunzhe Li, Kyoungjun Park, Hongzi Zhu +1On-Device Language Model InferenceLanguage Model Decoding

    The University of Texas at Austin · Shanghai Jiao Tong University

  14. Benchmarking Automatic Speech Recognition Tools for Iberian Languages

    Sep 29, 2026Fernando López, Pablo Gómez, David Solans +2ASR EvaluationAutomatic Speech Recognition

    Telefónica Innovación Digital, Spain · Universidad Autónoma de Madrid, Spain

  15. 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

  16. 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

  17. Latency and accuracy tradeoffs in Spiking Neural Networks

    Sep 28, 2026Zhanglu Yan, Zixuan Zhu, Kaiwen Tang +3Efficient Neural Network InferenceAutomatic Speech Recognition

    Department of computer science, National University of Singapore · Shanghai Advanced Research Institute, Chinese Academy of Science · University of Chinese Academy of Sciences, Beijing +1

  18. CARDAMOM: A Micro-Dialectal Arabic Speech Dataset for ASR

    Sep 28, 2026Bashar Talafha, Samar M. Magdy, Aisha Alansari +36ASR EvaluationArabic NLP

    The University of British Columbia · King Fahd University of Petroleum and Minerals · Al al-Bayt University +13

  19. Evaluating Machine Unlearning in ASR

    Sep 28, 2026Diogo Dinis, Francisco Teixeira, Bhiksha Raj +2Automatic Speech RecognitionMachine Unlearning

    INESC-ID · Instituto Superior T´ecnico, Universidade de Lisboa · LTI, Carnegie Mellon University

  20. 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

  21. Unified Target-Speaker ASR with Text and Enrollment Speech Cues

    Sep 27, 2026Yuxiang Mei, Yuchen Yan, Dongxing Xu +2Target Speaker ExtractionAutomatic Speech Recognition

    Shanghai Normal University · Baidu · Unisound

  22. Audio LLMs Know When They Can't Hear You

    Sep 24, 2026Amirhosein Javadi, Richa Dixit, Mehrdad Farajtabar +3Audio-Language Model EvaluationLanguage Model Self-Assessment

    Apple · University of California San Diego

  23. 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

  24. A Training Criterion with Token-Level Tolerance to Transcription Ambiguity for Automatic Speech Recognition

    Sep 24, 2026Saurabh Kumar, Diptiman Mohanta, Prasanta Kumar GhoshAutomatic Speech Recognition

    Department of Electrical Engineering, Indian Institute of Science (IISc), Bangalore, India

  25. STAM-ASR: Speaker-Temporal Anchoring with Memory for Multi-Speaker ASR

    Sep 24, 2026Victor Tolulope Olufemi, Syeda Faiza Ahmed Sara, Shammur Absar ChowdhuryAudio-Language ModelsAutomatic Speech Recognition

    Qatar Computing Research Institute (QCRI), Doha, Qatar

  26. 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

  27. TS-OPD: Reconciling ASR and QA in Speech Language Models via Task-Specific On-Policy Distillation

    Sep 24, 2026Yujie Guo, Hongjie Chen, Jian Kang +3Automatic Speech RecognitionOn-Policy Distillation

    College of Computer Science, Nankai University · Xingchen AGI Lab, China Telecom Artificial Intelligence Technology Co. Ltd

  28. agentic-ger: terminology recovery in long-form speech using global context

    Sep 24, 2026Yanqiao Zhu, Wupeng Wang, Zhifu Gao +2Automatic Speech Recognition

    X-LANCE Lab, Shanghai Jiao Tong University · Shanghai Innovation Institute · Alibaba Token Foundry

  29. Personalized Korean Lipreading as Visual Speech Recognition: Transfer, Census and Adaptation on OLKAVS

    Sep 24, 2026Se Un Park, Hakjun Kim, Taehoon Roh +1Visual Speaker RecognitionSpeech Processing

    UX Factory, Inc.

  30. 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