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15 papers in the last four weeks, up 400% on the four weeks before. 0.1% of all new papers.

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  1. Contextual trajectory and incremental contextual displacement: Towards using LLMs to understand dynamic, utterance-specific meaning construction

    Sep 30, 2026Grayson Wycliffe Storer, Julia Witte ZimmermanContextual EmbeddingsSingle Trajectory

    Department of Mathematics and Statistics. · Department of Computer Science, University of Vermont, Burlington, 05405, Vermont, United States. · Computational Story Lab. +1

  2. What Comes Next? Omni-StoryBench for Evaluating Story-Grounded Omnimodal Generation

    Sep 29, 2026Sieun Hyeon, Yejoon Lee, Mintaek Lim +3Omni-ModalMultimodal Generation

    AIDAS Laboratory, 1ECE & 2IPAI, Seoul National University

  3. HEAR: Real Voices, Real Bias: A Large-Scale Human-Recorded, Demographically Diverse Benchmark for Audio Language Models

    Sep 28, 2026Shen Yan, Duc Le, Irina-Elena VelicheLarge Audio Language ModelsSeed-Tts-Eval Benchmark

    Meta Superintelligence Labs

  4. Few-Shot Calibration for Sim-to-Real Single-Channel Speaker Distance Estimation

    Sep 24, 2026Michael Neri, Archontis Politis, Tuomas VirtanenAcousticUtterances

    Faculty of Information Technology and Communication Sciences, Tampere University, Finland

  5. Neither Silence nor Overlap Is Failure: Intent-Conditioned Evaluation of Turn-Taking in Full-Duplex Spoken Dialogue Models

    Sep 23, 2026Kian Shamsaie, Iman ModarressiTurn-TakingFull-Duplex Speech Models

    People Make Things

  6. From Utterances to Networks: Modelling Slang Adoption and Diffusion Across Subreddits

    Sep 22, 2026Xiaoning Wang, Ted Underwood, Zhewei SunAdoptionUtterances

    School of Information Sciences, University of Illinois Urbana-Champaign · Toyota Technological Institute at Chicago

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

    Sep 20, 2026Paul Moïse Gangbadja, Mickael Rouvier, Fabrice LefèvreSpeech EncoderDiscrete Speech Representations

    LIA, Avignon University, France · EDL, France

  8. Full-Duplex Speech Models Take the Floor When Asked, Not When Needed

    Sep 17, 2026Linkai Peng, Baorian Nuchged, Kaiqi Fu +1Full-Duplex Speech ModelsUtterances

    University of Connecticut · The University of Texas at Austin · X Square Robot +1

  9. Voice of Reason: Reinforcement Learning for Spoken Math

    Sep 16, 2026Timothée Weisselberger, Edouard Graves, Alexandre DéfossezSpeech Language ModelsMathematical Reasoning Benchmarks

    Kyutai Paris, France · Kyutai, Gradium Paris, France

  10. Negation Beyond the Verbal Channel: Temporal Multimodal Correlates in Dialogue

    Sep 14, 2026Leon Hammerla, Patrick Schrottenbacher, Alexander MehlerNonverbal CuesNegation

    Goethe University, Frankfurt am Main, Germany

  11. Omni-Streaming Thinking

    Sep 14, 2026Enjun Du, Siyi Liu, Ziyu Zheng +4Omni-ModalAudio-Visual Reasoning

    1The University of Hong Kong · 2The Hong Kong University of Science and Technology (Guangzhou) · University of Sussex +2

  12. Using Semantic Uncertainty to Estimate Transition Relevance in Turn-taking

    Sep 11, 2026Muhammad Umair, Jan P. de RuiterTurn-TakingUtterances

    Department of Computer Science Tufts University Medford, Massachusetts, USA

  13. Shifting Relational Paradigms for Affective Computing: Affective Resonance, Vitality Affects, and Vocal Interaction Fields

    Sep 9, 2026Cy Gorman, Yihang YaoAffective ComputingAffective

    Nurobodi, Australia

  14. Clean Accuracy Does Not Guarantee Provenance Robustness: A Prospective Codec-Stress Evaluation of Audio Attribution

    Sep 7, 2026Gang ShiAudio UnderstandingUtterances

    Independent Researcher

  15. KABURI-TTS: Phoneme-Keyed Activity-conditioned Bi-channel Utterance Rendering for Interaction

    Sep 7, 2026Ryuichiro Higashinaka, Shinnosuke Takamichi, Tetsuji OgawaFull-Duplex Speech ModelsF5-Tts

    Nagoya University, Japan. · National Institute of Informatics, LLMC, Japan. · Keio University, Japan. +1

  16. Not All Fallbacks Are Failures: Understanding and Recovering from Fallbacks in Mobile Voice Assistants

    Aug 31, 2026Phillip Schneider, Alexandre Mercier, Joshua Oehms +2Full-Duplex Voice AgentsUtterances

    1ALMA PHIL, Germany · 2Technical University of Munich, Department of Computer Science, Germany · 3CNRS-AIST Joint Robotics Laboratory (JRL), Japan

  17. A Formal Limitation on Learning Human Language From Textual Corpora

    Aug 28, 2026Emily Cheng, Ryan CotterellLinguisticsNatural Language Processing

    Universitat Pompeu Fabra · ETH Zürich

  18. Leveraging Speech Acts for Low-Data and Cross-Domain Conversation Derailment Forecasting

    Aug 26, 2026Angela Yifei Yuan, Christine De Kock, Christopher LeckieUtterancesSpeech Language Models

    The University of Melbourne

  19. CtrlSpeech: Coarse-to-Fine Control for Expressive Speech Synthesis

    Aug 8, 2026Zhisheng Zheng, Xiaohang Sun, Zhu Liu +5ProsodyUtterances

    The University of Texas at Austin · Amazon

  20. Vorch-Streamer: Extending Human Audio-Visual Generation to Real-Time Long-Form Streaming

    Aug 6, 2026Menglin Han, Yang Ding, Yulei Lu +6Audio-Video GenerationStreaming

    Vorch Team · Tongji University · Harbin Institute of Technology, Shenzhen +1

  21. Spoken Function Calling: A New Perspective on Spoken Language Understanding for Large Audio Language Models

    Aug 5, 2026Yuezhang Peng, Yuxin Liu, Changfeng Gao +4Speech Language ModelsLarge Audio Language Models

    Shanghai Jiao Tong University Shanghai, China · Token Foundry, Alibaba Group Hangzhou, China · Shanghai Jiao Tong University, Shanghai Innovation Institute Shanghai, China

  22. dots.tts.edit: Precisely Controlled Speech Editing with a Continuous Autoregressive Model

    Aug 2, 2026Hankun Wang, Bohan Li, Shi Lian +7UtterancesAutoregressive Model

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University · Xiaohongshu Inc.

  23. Benchmarking Human and Automatic Speech Recognition of Diverse Speech: Initial Results

    Jul 21, 2026Ilse Huisman, Rares Popa, Yuanyuan Zhang +1Automatic Speech Recognition EvaluationAutomatic Speech Recognition

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  24. Content is What Remains: Invariant Speech Tokenization from Parallel Utterances

    Jul 21, 2026Laurin Wagner, Bernhard Thallinger, Miroslav Stankovic +1Audio TokenizersSpeaker

    nyra labs · nyra labs, Austria

  25. SpeechGuard: Online Defense against Backdoor Attacks on Speech Recognition Models

    Jul 17, 2026Jinwen Xin, Xixiang LvLLM Defense MechanismsUtterances

    School of Cyber Engineering Xidian University Xi’an, China

  26. We Hebben Een Serieus Translatie: Modeling Intercomprehension as Probabilistic Inference

    Jul 13, 2026Thomas Hikaru Clark, Edward Gibson, Roger LevyUtterances

    Department of Brain and Cognitive Sciences MIT Cambridge, MA 02139, USA

  27. Breaking the 15% Barrier: A Real-World Data-Driven System for Proactive Social Robot Triggered by User Nonverbal Cues

    Jul 13, 2026Yuga Yano, Yuki Okafuji, Ryo Miyoshi +2Nonverbal CuesHuman-Robot Interaction

    Kyushu Institute of Technology, Fukuoka, Japan · CyberAgent, Tokyo, Japan · The University of Osaka, Osaka, Japan

  28. From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability

    Jul 11, 2026Cosimo Spera, Ray GarciaReuseTractability

    Minerva CQ (Bourbaki Intelligent Systems, Inc.), Los Gatos, CA, USA

  29. What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates

    Jul 2, 2026Arman Ghaffarizadeh, Danyal Mohaddes, Aliakbar Izadkhah +1DebateLarge Language Model Agents

    Independent Researcher · Machine Learning Department & Heinz College Carnegie Mellon University

  30. Synthesizing the Lombard Effect: Multi-Level Control of Speech Clarity and Vocal Effort in TTS

    Jun 22, 2026Seymanur Akti, Alexander WaibelVocalizationsUtterances

    Karlsruhe Institute of Technology (KIT), Germany · KIT Campus Transfer (KCT), Germany · Carnegie Mellon University (CMU), USA

  31. Stabilizing Short Duration Speaker Verification through Neural Re-scoring with Hybrid Enrollment

    Jun 15, 2026Zhiqi Ai, Han Cheng, Shiyi Mu +3Automatic Speaker VerificationDiscrete Speech Representations

    Shanghai University, China · Hithink RoyalFlush AI Research Institute, China · Xi’an Jiaotong-Liverpool University, China

  32. Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

    Jun 8, 2026Awais Khan, Kutub Uddin, Khalid MalikSynthesizerUtterances

    College of Innovation and Technology, University of Michigan, Flint, MI, USA · ProbeTruth Inc., MI, USA

  33. Think-Before-Speak: From Internal Evaluation to Public Expression in Multi-Agent Social Simulation

    Jun 2, 2026Kaiqi Yang, Tai-Quan Peng, Sanguk Lee +1Multi-Agent SimulationsUtterances

    Michigan State University East Lansing, MI, USA · Hankuk University of Foreign Studies Seoul, Republic of Korea

  34. Wait! There's a Way Out: A Decision Mechanism for Forecasting Conversational Derailment

    May 28, 2026Laerdon Kim, Vivian Nguyen, Cristian Danescu-Niculescu-MizilDeliberationUtterances

    Cornell University

  35. I Hear, Therefore I Trust: A Socio-Technical Investigation of Humans as Synthetic Speech Detectors

    May 27, 2026Lelia Erscoi, Tomi KinnunenUtterancesAI Trustworthiness

    Computational Speech Group, University of Eastern Finland · Computational Speech Group, University of Eastern Finland, Joensuu, Finland

  36. Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception

    May 21, 2026Nicolas M. Müller, Wei Herng ChoongAudio Deepfake DetectionFake News

    Fraunhofer AISEC & Resemble AI · Germany · Fraunhofer AISEC

  37. Enhancing Target-Guided Proactive Dialogue Systems via Conversational Scenario Modeling and Intent-Keyword Bridging

    May 12, 2026Maodong Li, Yancui Li, Fang KongProactiveUtterances

    School of Computer Science and Technology, Soochow University, China · School of Computer and Information Engineering, Henan Normal University, China · Jiangsu Key Lab of Language Computing, Suzhou 215123, China

  38. Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue

    May 1, 2026Tom Utting, Mario Giulianelli, Arabella SinclairUtterancesSurprisal

    University of Aberdeen · University College London

  39. Scaling Properties of Continuous Diffusion Spoken Language Models

    Apr 27, 2026Jason Ramapuram, Eeshan Gunesh Dhekane, Amitis Shidani +6Speech Language ModelsDiffusion Language Models

    Apple

  40. Enhancing Science Classroom Discourse Analysis through Joint Multi-Task Learning for Reasoning-Component Classification

    Apr 22, 2026Jiho Noh, Mukhesh Raghava Katragadda, Raymond Carl +1ClassroomsDiscourse

    Department of Computer Science, Kennesaw State University, Kennesaw, GA 30144 USA · Bagwell College of Education, Kennesaw State University, Kennesaw, GA 30144 USA

  41. Comparison of sEMG Encoding Accuracy Across Speech Modes Using Articulatory and Phoneme Features

    Apr 20, 2026Chenqian Le, Ruisi Li, Beatrice Fumagalli +6ArticulatoryGrapheme-To-Phoneme

    New York University, New York, NY, USA

  42. When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms

    Apr 18, 2026Chaewan Chun, Delvin Ce Zhang, Dongwon LeeMisinformationFact-Checking

    The Pennsylvania State University, USA · University of Sheffield, UK

  43. When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews

    Mar 25, 2026Hasindri Watawana, Sergio Burdisso, Diego A. Moreno-Galván +4DepressionInterviews

    Idiap Research Institute, Switzerland · EPFL, Switzerland · Centro de Investigación en Matemáticas (CIMAT), Mexico +1

  44. Glance-Say: Multimodal Human-Robot Collaboration and Intent Recognition via Sticky Glance

    Mar 6, 2026Yuzhi Lai, Shenghai Yuan, Peizheng Li +2Human-Robot InteractionGaze Behavior

    University of Tuebingen, Geschwister-Scholl-Platz, 72074 Germany · Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798