Audio Language Models

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Period ending 2026-09-21

25 new papers

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Period ending 2026-09-14

25 new papers

A weekly snapshot of new work published in Audio Language Models.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Audio Language Models.

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478 papers

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  1. MambAdapter: Lightweight Mamba-Based Adapters for Parameter-Efficient Transfer Learning in Speech and Audio

    Jun 14, 2026Salman Hussain Ali, Umberto Cappellazzo, Mirco RavanelliLow-Rank Adaptation AdaptersAudio Latent

  2. Phonetically Explainable Speech Deepfake Detection

    Jun 13, 2026Manasi Chhibber, Jagabandhu Mishra, Tomi H. KinnunenAudio Deepfake DetectionSpoofed Speech

  3. VoxWatermark: A Large-Scale Benchmark for Audio Watermark Detection under Perturbations

    Jun 13, 2026Farnaz Sedaghati, Yuxi Wang, Zicheng Weng +1WatermarkingWatermarks

  4. FreeSonic: Training-Free Temporal-Aware Decoupled Attention for Precise Audio Editing

    Jun 13, 2026Yuxuan Jiang, Mingyang Han, Yusheng Dai +12Music EditingZero-Shot Text-To-Speech

  5. AUDEDIT: Inversion-Free Text-Guided Editing with Pretrained Audio Flow Models

    Jun 13, 2026Zhongyuan FuMusic EditingAudio

  6. EChO-Agent: Evidence Chain Orchestration Agent for Audio Reasoning

    Jun 13, 2026Siyuan Zhang, Jian Zong, Junyu Wang +7Audio RepresentationAudio

  7. Beyond task performance: Decoding bioacoustic embeddings with speech features

    Jun 12, 2026Ines Nolasco, Jules Cauzinille, Marius Miron +8Acoustic RepresentationAcoustic

  8. AudioDER: A Deduplication-Enhanced Reasoning Dataset for Post-Training Large Audio-Language Models

    Jun 12, 2026Hui Geng, Yi Su, Han Yin +7Large Audio Language ModelsTable Reasoning Datasets

  9. Spectro-Temporal Interference Confounds Phase Encoding in Spatial Audio Foundation Models

    Jun 12, 2026Yuxuan Chen, Haoyuan Yu, Peize HeSpatial AudioAudio

  10. MaskedFOP: Polyglot Speaker Identification under Missing Visual Modality via Cascaded Graph Label Propagation

    Jun 12, 2026Ayoub Elkhouzari, Youssef Iraqi, Loubna MekouarAudio LatentModality-Specific Encoders

  11. Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources

    Jun 12, 2026Oh Hyun-Bin, Kazuki Shimada, Yuhta Takida +6Sound Source LocalizationLarge Audio Language Models

  12. The Holistic Storage of Verb+Up Phrases in Text-based and Audio-based Language Models

    Jun 12, 2026Zachary Nicholas Houghton, Yu Zhou, Dan Pluth +1LinguisticsLarge Audio Language Models

  13. Leveraging Audio-LLMs to Filter Speech-to-Speech Training Data

    Jun 11, 2026Qixu Chen, Satoshi NakamuraSpeech TranslationSimultaneous Speech Translation

  14. Low-Latency Real-Time Audio Game Commentary System via LLM-Based Parallel Text Generation

    Jun 11, 2026Ryota Kawamatsu, Anum Afzal, Yuki Saito +5Joint Audio-Video GenerationAudio

  15. Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

    Jun 11, 2026Olga Isupova, Danil Kuzin, Ella Browning +2Passive Acoustic MonitoringBees

  16. A Dual-Mode Faust-to-CLAP Compilation System

    Jun 11, 2026Facundo Franchino, Stéphane Letz, Jatin ChowdhuryMusic EditingSignal Processing

  17. From Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation

    Jun 11, 2026Fengrui Liu, Ruiyang Huang, Qijian Zheng +2Audio LatentAudio Representation

  18. Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation

    Jun 10, 2026Zhen Ye, Xu Tan, Yiming Li +10Large Audio Language ModelsFrame Rate

  19. On Aligning Hierarchical Standardized Embedding for Audio-visual Generalized Zero-shot Learning

    Jun 10, 2026Zihan Zhang, Jie Hong, Siyuan Fan +2Audio LatentZero-Shot Inference

  20. Steering Where to Listen: Instruction-Based Activation Steering Redirects Temporal Attention in Large Audio-Language Models

    Jun 9, 2026Tsung-En Lin, Hung-Yi LeeLarge Audio Language ModelsActivation Steering

  21. AuRA: Internalizing Audio Understanding into LLMs as LoRA

    Jun 9, 2026Bo Cheng, Lei Shi, Zhanyu Ma +5Speech Large Language ModelsSpeech Encoder

  22. Listen, Look, and Learn: Learning Without Forgetting through SAM-Audio

    Jun 9, 2026Avi Gupta, Nilotpal Sinha, Vishnu Raj +4Domain Incremental LearningCatastrophic Forgetting

  23. Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding

    Jun 9, 2026Zhiyuan Zhu, Yixuan Chen, Yiwen Shao +13Spatial AudioAudio Encoders

  24. Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and Translation

    Jun 9, 2026Xuanchen Li, Tianrui Wang, Yuheng Lu +11Speech EncoderAudio

  25. RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark

    Jun 9, 2026Hongyu Jin, Siyi Wang, Yang Xiao +10Large Audio Language ModelsCognitive Science

  26. From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs

    Jun 8, 2026Wish Suharitdamrong, Muhammad Awais, Xiatian Zhu +1Video Multimodal Large Language ModelsLarge Audio Language Models

  27. Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models

    Jun 8, 2026Yuxuan Chen, Haoyuan Yu, Peize HeSpeech SeparationAudio

  28. MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion

    Jun 8, 2026Guobin Ma, Yuxuan Xia, Yuepeng Jiang +6Zero-Shot Text-To-SpeechAudio Encoders

  29. BareWave: Waveform-Native Flow-Matching Text-to-Speech

    Jun 8, 2026Wei Fan, Chao-Hong Tan, Qian Chen +5Zero-Shot Text-To-SpeechCross-Lingual Voice Cloning

  30. AudioProcessBench: Benchmark for Identifying Process Errors in Audio-Grounded Reasoning

    Jun 7, 2026Xiangyu Zhao, Junyu Yan, Yaling Shen +7Audio RepresentationReasoning Traces

  31. Titans-as-a-Layer: Test-Time Memory for Conversational Speech Emotion Recognition

    Jun 7, 2026Daniel Chen, Qicong Hu, Yang Xiao +2Large Audio Language ModelsEmotion Recognition

  32. TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints

    Jun 7, 2026Vinh-Thuan LyLarge Audio Language ModelsAudio Representation

  33. FXplorer: A Map-Based Interface for Exploratory Audio Effect Design

    Jun 6, 2026Annie Chu, Jason Brent Smith, Bryan PardoMusic EditingImage Editing

  34. GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models

    Jun 6, 2026Ryner Tan, Wenxuan ZhangLarge Audio Language ModelsMultilingual Benchmark

  35. DirectAudioEdit: Inversion-Free Text-Guided Audio Editing via Diffusion Prediction Contrast

    Jun 5, 2026Zhengkun Ge, Xiaoqian Liu, Haoran Zhang +5Music EditingDiffusion Editing

  36. Acoustic Cue Alignment in Audio Language Models for Speech Emotion Recognition

    Jun 5, 2026Iosif Tsangko, Andreas Triantafyllopoulos, Björn W. SchullerAudio TokensEmotion Recognition

  37. Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese

    Jun 5, 2026Xing Yue, Yongliang Shen, Weiming LuPhonological UnderstandingPhonetic Representations

  38. MMAE: A Massive Multitask Audio Editing Benchmark

    Jun 5, 2026Ziyang Ma, Ruiqi Yan, Ruiyang Xu +35Music EditingEvaluation Benchmarks

  39. Continuous Audio Thinking for Large Audio Language Models

    Jun 5, 2026Gyojin Han, Dong-Jae Lee, Changho Choi +2Large Audio Language ModelsAudio Representation

  40. Phonetic Error Analysis of Raw Waveform Acoustic Models

    Jun 5, 2026Erfan Loweimi, Zhengjun Yue, Andrea Carmantini +3Phonetic RepresentationsAcoustic Representation

  41. Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation

    Jun 5, 2026Ziyu Zhang, Chunyu Qiang, Xiaopeng Wang +10Singing Voice ConversionMusic Generation

  42. Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models

    Jun 5, 2026Zhixian Zhao, Shuiyuan Wang, Wenjie Tian +3Large Audio Language ModelsEmpathy

  43. SpectCount: Spectrotemporal Counting via Synthetic Signals Improves Large Audio Language Models

    Jun 5, 2026Seonuk Kim, Yonghyeon Jun, Ju Yeon Kang +3Large Audio Language ModelsFine-Grained Spatio-Temporal Information

  44. USAD 2.0: Scaling Representation Distillation for Universal Audio Understanding

    Jun 4, 2026Heng-Jui Chang, Alexander H. Liu, Saurabhchand Bhati +4Large Audio Language ModelsAudio

  45. F3-Tokenizer: Taming Audio Autoencoder Latents for Understanding and Generation

    Jun 4, 2026Dinghao Zhou, Xingchen Song, Di Wu +3Audio TokensTokenization

  46. IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems

    Jun 4, 2026Tao Zhong, Jiajun Deng, Nikita Kuzmin +6Full-Duplex Speech ModelsInterference

  47. SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech

    Jun 4, 2026Virginia Ceccatelli, Yejin Jeon, David Ifeoluwa AdelaniLarge Language Model JailbreaksLarge Audio Language Models

  48. Forgive or forget: Understanding the context of hate in audio retrieval systems

    Jun 4, 2026Arghya Pal, Sailaja Rajanala, Raphael C. -W. Phan +1Harmful ContentAudio Representation

  49. Probing Spatial Structure in Pretrained Audio Representations

    Jun 4, 2026Chuyang Chen, Sivan Ding, Adrian S. Roman +1Spatial AudioAudio Representation

  50. Beyond Text Following: Repairable Arbitration Reversals in Audio-Language Models

    Jun 3, 2026Yichen Gao, Yiqun Zhang, Zijing Wang +7Large Audio Language ModelsTraining Language Models

  51. Audio Interaction Model

    Jun 3, 2026Zhifei Xie, Zihang Liu, Ze An +8Audio RepresentationAudio

  52. FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors

    Jun 3, 2026Sepehr Dehdashtian, Jacob H Seidman, Vishnu N Boddeti +1Audio Deepfake DetectionAudio

  53. Inference-Time Scaling for Joint Audio-Video Generation

    Jun 2, 2026Jaemin Jung, Kyeongha Rho, Inkyu Shin +1Joint Audio-Video GenerationAudio Latent

  54. SketchSong: Hierarchical Song Generation with Sketch Planning and Fine-Grained Multi-Track Modeling

    Jun 2, 2026Xiaoyue Duan, Nanxing Hu, Yutang Feng +4Music GenerationAudio Representation

  55. AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following

    Jun 2, 2026Haitao Li, Tian Tan, Yuguang Yang +2Audio RepresentationAudio

  56. Audio Spotforming via Post-Filtering Using Cross-Array Non-target Estimates

    Jun 2, 2026Yuto Ishikawa, Li Li, Shogo Seki +1Direction-Of-Arrival EstimationSpeech Separation

  57. EntangleCodec: A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement

    Jun 1, 2026Hui Li, Yangfan Gao, Junlin Shang +4Audio TokensTokenization

  58. MOSS-Audio Technical Report

    Jun 1, 2026Chen Yang, Chufan Yu, Hanfu Chen +27Large Audio Language ModelsAudio

  59. A Lightweight Slot-Attention Framework for Multi-Instrument Multi-Pitch Estimation

    May 31, 2026Michael TaenzerPitchAudio Latent

  60. SVHalluc: Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models

    May 31, 2026Chenshuang Zhang, Kyeong Seon Kim, Chengxin Liu +1HallucinationsLarge Audio Language Models