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

  31. Temporal Taxation Compounds Under Post-Training Compression of Whisper Models

    Sep 23, 2026Srishti Ginjala, Eric Fosler-Lussier, Christopher W. Myers +1ASR EvaluationSpeech Foundation Models

    The Ohio State University, Columbus, OH, USA · Air Force Research Laboratory, USA

  32. PTC-Bias: Phoneme-Level Temporal Competition for Bias Retrieval and Post-Decoding Correction in Speech LLMs

    Sep 23, 2026Zhiqi Ai, Han Cheng, Shiyi Mu +2Automatic Speech RecognitionSpeech Language Models

    Shanghai University, Shanghai, China · Xi’an Jiaotong-Liverpool University, Suzhou, China

  33. Six Layers Less: Encoder Pruning for Whisper with Label-Free Recovery

    Sep 23, 2026Rasmus Aagaard, Nicki Skafte DetlefsenSpeech Foundation ModelsAutomatic Speech Recognition

    Technical University of Denmark · Laerdal Medical

  34. Ruby-ASR: Evidence-Preserving Supervision for Joint Orthographic and Lexical-Reading Recognition

    Sep 23, 2026Hao Shi, Yun Liu, Xuehao Yang +6Automatic Speech Recognition

    Independent Researcher

  35. A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization

    Sep 21, 2026Wonho Bae, Zakaria Aldeneh, Martin Pelikan +3Automatic Speech RecognitionPseudo-Labeling

    Apple

  36. End-to-end Jordanian dialect speech-to-text self-supervised learning framework

    Sep 21, 2026Ali A. Safieh, Ibrahim Abu Alhaol, Rawan GhnematAutomatic Speech RecognitionSelf-Supervised Speech Representation Learning

    Data Science Department, King Hussein School of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan

  37. NAVIR: Neuromorphic Audio-Visual Speech Recognition for Robust Human-Robot Interaction on Edge Hardware

    Sep 21, 2026Leonidas Delimpasis, Panagiota Moraiti, Antonis Porichis +2Visual Speaker RecognitionAutomatic Speech Recognition

    Plaixus Ltd., Spyrou Patsi 62, 11855, Athens, Greece · Tech Hive Labs, 280 Kifisias Ave., 152 32 Halandri, Greece · AI Innovation Centre, University of Essex, Little Abington, CB21 6GP Cambridge, U.K.

  38. Vimarsha: Faithful ASR Evaluation for Indian Languages with Demographic Diversity, In-the-Wild Audio and Spelling Variations

    Sep 21, 2026Kaushal Santosh Bhogale, Srija Anand, Sadakopa Ramakrishnan Thothathiri +3ASR EvaluationDemographic Bias in ASR

    Indian Institute of Technology, Madras, India · Sarvam AI, India

  39. Beyond Encoder Fusion: Multi-View Discrete Token Augmentation for LLM-Based ASR

    Sep 20, 2026Paul Moïse Gangbadja, Mickael Rouvier, Fabrice LefèvreMulti-View LearningAutomatic Speech Recognition

    LIA, Avignon University, France · EDL, France

  40. Long-Tail Rebalancing for Non-Verbal Vocalization-Aware ASR: A Track 1 System for the NVVSpeech Challenge

    Sep 20, 2026Shangyue Jia, Jingru Ma, Yangzhuo Li +9Long-Tail LearningAutomatic Speech Recognition

    School of Intelligence Science and Technology, Nanjing University · Jilin University · Beijing Institute of Technology +3

  41. Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain

    Sep 17, 2026Aakash Singh, Lakshmi Pedapudi, Chandrashekar M S +3ASR EvaluationAutomatic Speech Recognition

    Digital Green

  42. Design of the IBM Granite 5.0 TurboCTC ASR Model

    Sep 17, 2026Brian Kingsbury, George Saon, Masayuki Suzuki +5TransformerAutomatic Speech Recognition

    IBM Research

  43. HearInContext: A Benchmark for Implicit Context in Speech Recognition

    Sep 16, 2026Yifan Gao, Yao Tian, Hongbin SuoASR EvaluationAutomatic Speech Recognition

    AI Center, OPPO, Beijing, China

  44. A Probe Shift Is Not a Fairness Fix: The Limits of Representation Steering in Speech Models

    Sep 16, 2026Nicolas Bourrel, Abderrahmane Issam, Gerasimos SpanakisASR EvaluationDemographic Bias in ASR

    Department of Advanced Computing Sciences Maastricht University

  45. Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs

    Sep 16, 2026Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes +1Speech TranslationAutomatic Speech Recognition

    Department of Advanced Computing Sciences Maastricht University

  46. T-SANDHI: Tone Sandhi-aware Adaptive Network with Decoupled Hybrid Injection for Low-resource Taiwanese Hokkien Speech Recognition

    Sep 16, 2026Hung-Yang Sung, Chien-Chun Wang, Tien-Hong Lo +3Automatic Speech RecognitionSpeech Prosody

    Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan · E.SUN Financial Holding Co., Ltd., Taiwan · EZAI, Taiwan

  47. 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

  48. DiaWhisper-DPO: Role-Attributed Transcription of Clinical Interviews via Failure-Mined Preference Optimization

    Sep 15, 2026Weiming Li, Ana Catarina Fidalgo Barata, Miguel Constante +1Automatic Speech RecognitionSpeaker Diarization

    Institute for Systems and Robotics (ISR), LARSyS, Departamento de Bioengenharia, Instituto Superior Técnico (IST), Universidade de Lisboa, 1049-001 Lisboa, Portugal · Hospital Beatriz Ângelo, Faculdade de Medicina Universidade Católica Portuguesa, 2674-514 Loures, Portugal

  49. 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

  50. Typhoon ASR Streaming: Steerable Low-Latency Thai Speech Recognition with Real-Time Shallow Fusion

    Sep 14, 2026Warit Sirichotedumrong, Tanawin Samutsin, Shah Faisal Wani +2Streaming ASRAutomatic Speech Recognition

    Typhoon Team, SCB DataX, Bangkok, Thailand

  51. 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

  52. 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

  53. Xiaomi-CocktailASR-1 Technical Report

    Sep 11, 2026Yiru Zhang, Hang Su, Lichun Fan +10Automatic Speech RecognitionSpeech Language Models

    Xiaoai Plus, ASR team Xiaomi Inc., China

  54. Candor-LR: A Dyadic Conversational Dataset for Audio-Visual Speech Recognition

    Sep 9, 2026Rishabh Jain, Aristeidis Papadopoulos, Zhaofeng Lin +1Automatic Speech RecognitionAudio-Visual Speech Recognition

    Sigmedia Group, School of Engineering, Trinity College Dublin, Ireland

  55. Pushing the Boundaries of Streaming Multi-Speaker ASR: A Systematic Study of Architectural Trade-offs

    Sep 9, 2026Taejin Park, Ivan Medennikov, Kunal Dhawan +3Streaming ASRAutomatic Speech Recognition

    NVIDIA, Santa Clara, CA, United States

  56. NOPE-HYPE: A Structured Simulation Workflow for Robust Speech-to-Text Across Diverse Acoustic Environments

    Sep 9, 2026Niramay M. Patel, Bibek Behera, Raksha SharmaSpeech TranslationAutomatic Speech Recognition

    IISER Bhopal, India · IIT Bombay, India · IIT Roorkee, India

  57. Orukeet: Multilingual ASR with Frozen Gabor Kernels

    Sep 9, 2026Nathan Roll, Irene Yi, Büşra Marşan +6Automatic Speech RecognitionMultilingual ASR

    Oruk AI · Stanford University · OpenWhispr +2

  58. Leveraging Fine-grained Error Correction in Korean Speech Recognition for Consultation Services

    Sep 9, 2026Yonghyun Jun, Jimin Lee, Hwan Chang +3Automatic Speech RecognitionLow-Resource Language Processing

    Chung-Ang University · Korea Local Information Research & Development Institute · SK intellix

  59. BuzzASR: A Swarm of 100+ Monolingual Speech Recognition Models

    Sep 9, 2026Shivam Singh, Aditya Yadavalli, Catherine Arnett +1Speech Foundation ModelsAutomatic Speech Recognition

    UC San Diego · EleutherAI

  60. X2Streaming-ASR: wait when uncertain, emit when ready for streaming ASR

    Sep 8, 2026Zhiwei Lin, Kaiqi Fu, Rime Wen +4Streaming ASRAutomatic Speech Recognition

    X Square Robot