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Period ending 2026-09-14

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  1. Voice of Reason: Reinforcement Learning for Spoken Math

    Sep 16, 2026Timothée Weisselberger, Edouard Graves, Alexandre DéfossezLLM Reasoning MethodsSpeech Language Models

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

    Sep 16, 2026Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes +1Speech Language Models

  3. G-Mamba: Sparse Graph-Guided Mamba for Audio-Visual Speech Enhancement

    Sep 16, 2026Guo-Ruei Tseng, Hung-Shin Lee, Hsin-Min Wang +1Speech EnhancementSelf-Supervised Audio Representations

  4. Deconstructing Stereotypes: Scope-Conditioned Generation for Effective Multilingual Counterspeech

    Sep 15, 2026Greta Damo, Elias Urios Alacreu, Elena Cabrio +2Stereotype MitigationSpeech Language Models

  5. Structure Across Voices: Comparing acoustic-event type accumulation and sequence dependence across four vocal repertoires using frozen audio encoders

    Sep 15, 2026Mudit Sinha, Sanika ChavanAcoustic Representation

  6. Graph Attention Design Choices Matter: A Controlled Study of LoRA-Adapted Audio Anti-Spoofing

    Sep 14, 2026Haoyu Wang, Jing Yang, Chenyu Liu +7Multi-View Gated Graph Attention NetworkSelf-Supervised Audio Representations

  7. Psychosis involves a deficit of information compression in connected speech

    Sep 14, 2026Samuele Vallisa, Claudio Palominos, Rui He +6Speech Language Models

  8. MUUNRiver-Bench: Diagnosing Relation-Dependent Music Retrieval with Multimodal Instructions

    Sep 14, 2026Zhancheng Guo, Congren Dai, Shangda Wu +4Audio Reasoning

  9. Reducing the Output-Mode Gap in Speech Language Models via Joint-Output On-Policy Distillation

    Sep 14, 2026Daxin Tan, Dehua Tao, Chengxi Deng +2Speech Language Models

  10. BioDCASE: Active Learning for Bioacoustics

    Sep 14, 2026Ben McEwen, Rupa Kurinchi-Vendhan, Shiqi Zhang +3Acoustic SensingActive Learning

  11. StepAudio 3 Gen Technical Report

    Sep 14, 2026Bin Lin, Bo Zhao, Boyang Wang +68Text-To-Audio

  12. Real-Time Music Source Separation on a Low-Power Audio DSP

    Sep 14, 2026Jianan Li, Li Liu, Ken Malsky +1Speech SeparationSelf-Supervised Audio Representations

  13. Investigating catastrophic forgetting in sound event classification

    Sep 12, 2026Riccardo Casciotti, Annamaria MesarosClip-Based Class-Incremental LearningCatastrophic Forgetting

  14. Continuous-Time Acoustic Modelling with Neural Controlled Differential Equations

    Sep 12, 2026Mattias Cross, Minghui Zhao, Anton RagniAutoregressive Text-To-SpeechText-To-Speech

  15. RetroThinker: Enabling Retrospective Thinking in Speech LLMs

    Sep 12, 2026Yi-Jen Shih, Puyuan Peng, Abdelrahman Mohamed +1Speech-LlmsLLM Reasoning Methods

  16. X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

    Sep 12, 2026Haojun Zhang, Yi Zou, Min Chen +7Large Audio Language ModelsAudio Encoders

  17. Beyond Word Error Rate: A Switch Aware Evaluation of ASR and Audio Language Models on English Yoruba Code-Switched Speech

    Sep 12, 2026Chibuzor Okocha, Christan Earl GrantCode-SwitchingWord Error Rate

  18. Sparse Weight and Edge Circuit Discovery in Transformer-based Acoustic Models

    Sep 11, 2026Jiankun Wei, Ewan Dunbar, Gerald PennTransformer EncoderSelf-Supervised Audio Representations

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

    Sep 11, 2026Maria Frangiadaki, Dimitrios Damianos, Kosmas Kritsis +1Whisper-Large-V3Ancient Greek

  20. Domain-Incremental Learning for Multi-Channel Replay Speech Detection

    Sep 11, 2026Michael NeriAcoustic RepresentationSpeaker Identity

  21. Nuha-Speech: Building General-Purpose Arabic Speech-LLMs

    Sep 11, 2026Yingzhi Wang, Reem Alhazzani, Muhammad AlqurishiArabic Natural Language ProcessingSpeech Language Models

  22. Voice or Stereotype? Disentangling Acoustic and Content-Based Gender in Speech-to-Speech Models

    Sep 10, 2026Xiaoqun Liu, Tanu Mitra, Harshit Rajgarhia +1Speaker IdentityGender

  23. Do speech foundation models really learn words?

    Sep 9, 2026Robin Huo, Ewan DunbarSelf-Supervised Speech ModelsWav2Vec

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

    Sep 9, 2026Niramay M. Patel, Bibek Behera, Raksha SharmaAcousticNoise-Aware

  25. NVV-Locator: From Transcript Tags to Acoustic Boundaries for Fine-Grained Nonverbal Vocalization Grounding

    Sep 9, 2026Yuang Cao, Bingshen Mu, Zhennan Lin +7Speech TranscriptionsLarge Audio Language Models

  26. Source-Adaptive Data Curation for Bilingual NVV-Aware ASR

    Sep 9, 2026Yuang Cao, Qirui Zhan, Jingbin Hu +7Automatic Speech RecognitionLarge Audio Language Models

  27. S^3-Bench: Evaluating Speech Interaction Models as Scientific Voice Assistants

    Sep 9, 2026Heyang Liu, Jiayi Huang, Wenyang Xiao +8Speech Language ModelsVoice Agents

  28. Beyond Accuracy: ARIA-Rubrics for Evaluating Audio Reasoning in Large Audio Language Models

    Sep 9, 2026Yupei Li, Qiyang Sun, Mohamed Mady +4Audio ReasoningLarge Audio Language Models

  29. Audio Deepfake Detection Using Temporal Coherence Analysis

    Sep 8, 2026Justin D. Norman, Sarah BarringtonAudio Deepfake DetectionDeepfake Detection

  30. Disentangled Global-Local Feature Learning with E-Branchformer for Audio Deepfake Detection

    Sep 8, 2026Phuong Tuan Dat, Ho Bao Thu, Nguyen Tran Trung +2Audio Deepfake DetectionSelf-Supervised Speech Models

  31. TontaubeV1: Streaming Text-to-Speech with Hierarchical Codec Modeling and Bounded Context

    Sep 8, 2026Fritz Cremer, Jonathan CremerText-To-SpeechText-To-Audio

  32. Semantic Refinement of Universal Audio Representations through Audio-Description Alignment

    Sep 8, 2026Lejun Min, Junyu Dai, Ruichen Zheng +7Hierarchical Semantic AlignmentAudio Generation and Processing

  33. Geometry-Informed Distributed Acoustic Scene Understanding

    Sep 7, 2026Yiyuan Yang, Shitong Xu, Niki Trigoni +1Acoustic RepresentationScene Understanding

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

    Sep 7, 2026Gang ShiAudio Generation and ProcessingTranscoder

  35. Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation

    Sep 7, 2026Keren Artiaga, Sabyasachi Kamila, Haithem Afli +2Sign Language TranslationOnline Signature Verification

  36. Open-Set Vessel Re-Identification from Underwater Ship-Radiated Noise with a Raw-Waveform Selective-Kernel Acoustic Neural Network (SKANN) and a Cross-Passage Evaluation Protocol

    Sep 7, 2026Sunil TyagiVessel DetectionUnderwater Object Detection

  37. TAD: Token-Adaptive Contrastive Decoding with Confidence-Guided Gating for Hallucination Mitigation in Large Audio-Language Models

    Sep 7, 2026Heyu Chang, Nianwen Si, Hao Zhang +2Large Audio Language ModelsContrastive Learning

  38. Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis

    Sep 3, 2026Sanyuan Chen, Min-Jae Hwang, Sho Inoue +12Text-To-AudioFull-Duplex Dialogue

  39. Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code LLMs

    Sep 3, 2026Jiacheng Xu, Wentao Zhang, Zhiyi Lyu +4Test GenerationAdversarial Evaluation

  40. ToolDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection

    Sep 3, 2026Taewoo Kim, Young Han Lee, Nam In Park +1Audio Deepfake DetectionAudio Generation and Processing

  41. StrixAE: An Intelligent Agent for Audio Enhancement under Complex Distortion Coupling in Real-World Scenarios

    Sep 3, 2026Chenglin Wu, Junjie Wu, Jinhang Chen +5Speech EnhancementAudio Generation and Processing

  42. Decoupling Turn-Taking from Semantics: A Decoupled Data Approach for Finite-State-Machine-Based Full-Duplex Dialogue

    Sep 3, 2026Yihang Li, Chenhui ChuFull-Duplex DialogueTurn-Taking

  43. Beyond .WAV: Design and Software Verification of VocalCap, a Traceable Browser-Based Audio Capture System for Vocal Biomarker Research

    Sep 3, 2026Augusto CamargoVocalizationsAcoustic

  44. From Visual Cues to Spoken Narration: Rethinking Audio Description

    Sep 1, 2026Akshita Gupta, Aditya Arora, Federico Tombari +2Video CaptioningAudio Generation and Processing

  45. MADS: A Multiview Acoustic Descriptor Set Beyond Standard Spectral Summaries

    Sep 1, 2026Utsab Ghosh, Roshni ChakrabortyAcoustic RepresentationSelf-Supervised Audio Representations

  46. Heard but Not Heeded: Paralinguistic Information Encoding and Loss in Audio-Language Models

    Sep 1, 2026Bhuvan Koduru, Dareen Safar B Alharthi, Rita Singh +1Paralinguistic CuesLarge Audio Language Models

  47. U-PAST: A Phase-Aware Audio Spectrogram Transformer-U-Net for Single-Channel Speech Enhancement

    Aug 31, 2026Cao Duong Ly, Jörn AnemüllerSpeech EnhancementSelf-Supervised Audio Representations

  48. When Does Predictor-Based RL Align with Human Perception? A Study of Subjective Rewards in Codec-Based Speech Language Models

    Aug 31, 2026Joonyong Park, Jerry LiIntrinsic RewardsLarge Audio Language Models

  49. CoJEPA: Combining Contrastive Learning and JEPA for Global-Local Music Representations

    Aug 31, 2026Gabriel Meseguer-Brocal, Yuexuan Kong, Romain HennequinJoint-Embedding Predictive ArchitecturesVideo Joint Embedding Predictive Architecture

  50. Conjoint Audio-to-Spikes Encoding and Processing for Efficient Neuromorphic Speech Recognition

    Aug 31, 2026Valentin M. Meunier, Amélie Gruel, Pierre Lewden +2Neuromorphic HardwareNeural Audio Codecs

  51. Textual Acoustic Grounding for Generalizable LLM-Based Deepfake Voice Detection

    Aug 31, 2026Yassine El Kheir, Xin Wang, Wanqing Ge +3Audio Deepfake DetectionLarge Audio Language Models

  52. SPHERE: Automatic Music Upmixing via Audio Language Model Post-Training with Spatial Heuristic Rewards

    Aug 31, 2026Zixun Guo, Calvin Murdock, Sanjeel Parekh +4Audio Generation and Processing

  53. Arctic Dispersion Interruption Phenomenon and Sound Source Depth Estimation

    Aug 31, 2026Weng Jinbao, Yang Yanming, Chen Benqing +2Sound Source LocalizationWave

  54. Ouroboros: Self-Referential Backdoor Attacks on Speech Enhancement via Clean Audio Triggers

    Aug 31, 2026Yunjie Zhou, Yuheng Huang, Diqun YanSpeech EnhancementBackdoor Attacks

  55. VIBE: Video Instruction-aligned Background music gEneration

    Aug 31, 2026Aryan Vijay Bhosale, Vaibhavi Lokegaonkar, Vishnu Raj +5Generative Music ModelsVibe Coding

  56. TEMPO: Temporally-grounded Multi-task Post-training for Large Audio-Language Models

    Aug 30, 2026Apoorva Kulkarni, Kaousheik Jayakumar, Sreyan Ghosh +3Self-Supervised Audio RepresentationsLarge Audio Language Models

  57. Auditing Generative Audio Calls for Known-Task Audio-LLM Evaluation

    Aug 28, 2026Mengzhe GengText-To-AudioLarge Audio Language Models

  58. SURE-Voice: A Front-End Baseline for Speech-Evidence Filtering in Speech LLMs

    Aug 27, 2026Mengzhe GengSpeech-LlmsLarge Audio Language Models

  59. Recovering Expert Critic-Sourced Network Adjacency between Musical Artists from Acoustic Distributions: A Construct-Validity Approach

    Aug 27, 2026Elena Badillo-Goicoechea, Fengfeng HeCollaborative FilteringMusical Structure

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

    Aug 26, 2026Angela Yifei Yuan, Christine De Kock, Christopher LeckieSpeech Language ModelsCrisis Response