Audio Language Models

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Period ending 2026-09-21

25 new papers

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

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. AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

    Apr 19, 2026Kejia Bian, Meixia Tao, Jianhua Mo +2Frequency-Aware Structural AggregationWireless Foundation Models

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

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

  3. ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection

    Apr 17, 2026Benjamin Chou, Yi Zhu, Surya KoppisettiAudio Deepfake DetectionExplainable Deepfake Detection

  4. Detecting Alarming Student Verbal Responses using Text and Audio Classifier

    Apr 17, 2026Christopher Ormerod, Gitit KehatProsodic FeaturesAudio

  5. Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs

    Apr 17, 2026Jaechul Roh, Amir HoumansadrLarge Audio Language ModelsAudio Flow

  6. Joint-Centric Dual Contrastive Alignment with Structure-Preserving and Information-Balanced Regularization

    Apr 17, 2026Habibeh Naderi, Behrouz Haji Soleimani, Stan MatwinContrastive AlignmentAudio Representation

  7. AST: Adaptive, Seamless, and Training-Free Precise Speech Editing

    Apr 17, 2026Sihan Lv, Yechen Jin, Zhen Li +5Zero-Shot Text-To-SpeechSpeech Enhancement

  8. TinyMU: A Compact Audio-Language Model for Music Understanding

    Apr 17, 2026Xiquan Li, Aurian Quelennec, Slim EssidLarge Audio Language ModelsMusic Understanding

  9. ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handling

    Apr 16, 2026Jianxuan Yang, Xinyue Guo, Zhi Cheng +10Joint Audio-Video GenerationAudio Latent

  10. Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding

    Apr 16, 2026Jieyi Wang, Yazhe Niu, Dexuan Xu +1Audio RepresentationLarge Audio Language Models

  11. Geo2Sound: A Scalable Geo-Aligned Framework for Soundscape Generation from Satellite Imagery

    Apr 16, 2026Kunlin Wu, Yanning Wang, Haofeng Tan +6SonificationSatellite Imagery

  12. Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection

    Apr 16, 2026Meng Chen, Kun Wang, Li Lu +2Large Audio Language ModelsHijacking

  13. Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models

    Apr 16, 2026Yanda Li, Yuhan Liu, Zirui Song +3Large Audio Language ModelsContrastive Decoding

  14. MAGE: Modality-Agnostic Music Generation and Target-Source Extraction

    Apr 10, 2026Muhammad Usama Saleem, Tejasvi Ravi, Tianyu Xu +4Music GenerationAudio Latent

  15. AViS-Mamba: Adaptive Visual Steering of Audio State-Space Dynamics for Violence Detection

    Apr 2, 2026Damith Chamalke Senadeera, Dimitrios Kollias, Gregory SlabaughFine-Grained Video UnderstandingAudio

  16. KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness

    Mar 30, 2026Jinyoung Kim, Hyeongsoo Lim, Eunseo Seo +4Large Audio Language ModelsMultilingual Benchmark

  17. Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis

    Mar 28, 2026Axel MarmoretMusic UnderstandingAudio Latent

  18. Echoes: A semantically-aligned music deepfake detection dataset

    Mar 24, 2026Octavian Pascu, Dan Oneata, Horia Cucu +1Audio Deepfake DetectionMusic Generation

  19. SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

    Mar 17, 2026Tianyu Xie, Jinfa Huang, Yuexiao Ma +11Omni-ModalConversational Benchmarks

  20. PARSA-Bench: A Comprehensive Persian Audio-Language Model Benchmark

    Mar 15, 2026Mohammad Javad Ranjbar Kalahroodi, Mohammad Amini, Parmis Bathayan +2PersianLarge Audio Language Models

  21. LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement

    Mar 14, 2026Chih-Ning Chen, Jen-Cheng Hou, Hsin-Min Wang +3Speech EnhancementLarge Audio Language Models

  22. Evaluating Prompt Robustness in Text-to-Audio Systems for Adaptive Virtual Agents and Game Soundtracks

    Mar 14, 2026Jiahui Wu, Mei SiAudio FlowMusic Generation

  23. Causal Tracing of Audio-Text Fusion in Large Audio Language Models

    Mar 14, 2026Wei-Chih Chen, Chien-yu Huang, Hung-yi LeeLarge Audio Language Models

  24. MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models

    Mar 10, 2026Chih-Kai Yang, Yun-Shao Tsai, Yu-Kai Guo +7Large Audio Language ModelsAudio Representation

  25. OSCAR: Occupancy-based Shape Completion via Acoustic Neural Implicit Representations

    Mar 9, 2026Magdalena Wysocki, Kadir Burak Buldu, Miruna-Alexandra Gafencu +2UltrasoundAcoustic Representation

  26. PathBench: Speech Intelligibility Benchmark for Automatic Pathological Speech Assessment

    Mar 9, 2026Bence Mark Halpern, Thomas Tienkamp, Defne Abur +1Speaker RecognitionDysarthric Speech

  27. Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio Codec

    Mar 6, 2026Junhyeok Lee, Xiluo He, Jihwan Lee +6Neural Audio CodecsSelf-Supervised Reconstruction Method

  28. ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection

    Mar 6, 2026Daixian Li, Jun Xue, Zhuolin Yi +4Audio Deepfake DetectionDeepfake Detection

  29. Latent-Mark: An Audio Watermark Robust to Neural Codec Compression

    Mar 5, 2026Yen-Shan Chen, Shih-Yu Lai, Ying-Jung Tsou +5Neural Audio CodecsWatermarking

  30. Focus Then Listen: An Empirical Study of Plug-and-Play Audio Enhancer for Noise-Robust Large Audio Language Models

    Mar 5, 2026Han Yin, Yang Xiao, Younghoo Kwon +2Large Audio Language ModelsMusic Editing

  31. When Audio Separation Hurts Zero-Shot ASR: Evaluating SAM-Audio with Whisper on Bengali and English Speech

    Mar 5, 2026Akif Islam, Raufun Nahar, Md. Ekramul HamidSpeech SeparationSpeech Enhancement

  32. Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings

    Mar 4, 2026Kevin Wilkinghoff, Sarthak Yadav, Zheng-Hua TanAudio LatentMel-Frequency Cepstral Coefficient

  33. Event-Grounded Question Answering over Long Audio via Structured Retrieval

    Feb 16, 2026Kartik Hegde, Arvind Krishna Sridhar, Naveen Vakada +2Audio RepresentationTemporal Grounding

  34. Bagpiper: Solving Open-Ended Audio Tasks via Rich Captions

    Feb 5, 2026Jinchuan Tian, Haoran Wang, Bo-Hao Su +14Audio RepresentationAudio

  35. RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity

    Feb 4, 2026Gaia A. Bertolino, Yuwei Zhang, Tong Xia +2Respiratory Sound ClassificationLarge Audio Language Models

  36. SemanticAudio: Audio Generation and Editing in Semantic Space

    Jan 29, 2026Zheqi Dai, Guangyan Zhang, Haolin He +5Zero-Shot Text-To-SpeechAudio

  37. Do You Have Freestyle? Expressive Humanoid Locomotion via Audio Control

    Dec 29, 2025Zhe Li, Yangyang Wei, Boan Zhu +9DuetRobocasa

  38. Aliasing-Free Neural Audio Synthesis

    Dec 23, 2025Yicheng Gu, Junan Zhang, Chaoren Wang +3Neural Audio CodecsSinging Voice Conversion

  39. Delayed Bidirectional Alignment via Disentangled Audio Semantics for Audio-Visual Segmentation

    Dec 23, 2025Jingqi Tian, Yiheng Du, Haoji Zhang +6Video Object SegmentationAudio-Visual Consistency

  40. Review of MEMS Transducers for Audio Applications

    Dec 19, 2025Nils Wittek, Anton Melnikov, Bert Kaiser +1AcousticPiezoelectric

  41. EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs

    Dec 11, 2025Chao Gong, Depeng Wang, Zhipeng Wei +3Token CompressionLarge Audio Language Models

  42. Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training

    Dec 2, 2025Hong-Jie You, Jie-Jing Shao, Xiao-Wen Yang +3PianoAudio Latent

  43. ORCA: Open-ended Response Correctness Assessment for Audio Question Answering

    Nov 28, 2025Šimon Sedláček, Sara Barahona, Bolaji Yusuf +9Large Audio Language ModelsOpen-Ended Responses

  44. DHAuDS: A Dynamic and Heterogeneous Audio Benchmark for Test-Time Adaptation

    Nov 23, 2025Weichuang Shao, Iman Yi Liao, Tomas Henrique Bode Maul +1Audio FlowEvaluation Protocols

  45. Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation

    Nov 20, 2025Wei-Cheng Tseng, Xuanru Zhou, Mingyue Huo +3Audio LatentAudio Representation

  46. PitchFlower: A flow-based neural audio codec with pitch controllability

    Oct 29, 2025Diego Torres, Axel Roebel, Nicolas ObinNeural Audio CodecsMusic Editing

  47. Silence is Golden: Mitigating Hallucinations in Large Audio-Language Models via Layer-Weighted Vector Steering

    Oct 14, 2025Tsung-En Lin, Kuan-Yi Lee, Hung-Yi LeeLarge Audio Language ModelsHallucinations

  48. VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents

    Oct 13, 2025Jiliang Hu, Wenfu Wang, Zuchao Li +6Large Audio Language ModelsEvaluation Benchmarks

  49. Robustness assessment of large audio language models in multiple-choice evaluation

    Oct 6, 2025Fernando López, Santosh Kesiraju, Jordi LuqueLarge Audio Language Models

  50. Hearing the Order: Investigating Position Bias in Large Audio-Language Models

    Oct 1, 2025Yu-Xiang Lin, Chen-An Li, Sheng-Lun Wei +3Large Audio Language ModelsImplicit Bias

  51. CodecSep: Prompt-Driven Universal Sound Separation on Neural Audio Codec Latents

    Sep 15, 2025Adhiraj Banerjee, Vipul AroraNeural Audio CodecsSpeech Separation

  52. OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder

    Jul 18, 2025Shikhar Bharadwaj, Samuele Cornell, Kwanghee Choi +4Audio EncodersAudio Representation

  53. Step-by-Step Video-to-Audio Synthesis via Negative Audio Guidance

    Jun 26, 2025Akio Hayakawa, Masato Ishii, Takashi Shibuya +1Joint Audio-Video GenerationAudio

  54. Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption

    Mar 21, 2025Xiang Li, Pin-Yu Chen, Wenqi WeiAudio Deepfake DetectionDeepfake Detection

  55. Audio-Language Models for Audio-Centric Tasks: A Systematic Survey

    Jan 25, 2025Yi Su, Jisheng Bai, Qisheng Xu +2Large Audio Language ModelsSurvey

  56. Classifying bioacoustic data without individual call annotations using temporal convolutional networks and feature extractors

    Oct 22, 2024Laia Garrobé Fonollosa, Douglas Gillespie, Lina Stankovic +2Passive Acoustic MonitoringAcoustic Representation

  57. MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models

    Date pendingSangyun Chung, Se Yeon Kim, Youngchae Chee +1Multi-Modal Large Language ModelsCross-Modal Learning

  58. SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

    Date pendingJan Melechovsky, Ambuj Mehrish, Abhinaba Roy +1Music EditingGenerative