Audio Language Models

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Period ending 2026-09-21

25 new papers

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Period ending 2026-09-14

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

Period ending 2026-09-07

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

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478 papers

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  1. Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformers

    Jul 26, 2026Dongseong Hwang, Prasanth Yadla, Kaan Elgin +8Audio TokensZero-Shot Text-To-Speech

  2. Phylogenetic signal in marine mammal and bird vocalizations captured by audio foundation models: the limited benefit of domain-specific pretraining

    Jul 24, 2026Víctor Rincón YepesPhylogenetic TreesAudio Representation

  3. Transforming Keystroke Noise to Text: Self-Supervised Acoustic Eavesdropping Attacks on Keyboards

    Jul 24, 2026Atsunori Okada, Akira Ito, Rei Ueno +2Public NeuroqwertyAcoustic Representation

  4. Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

    Jul 23, 2026Daniyal Kabir Dar, Arun RossAudio Deepfake DetectionSpeaker Identity

  5. X3^3-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment

    Jul 23, 2026Dongjie Fu, Di Cao, Xize Cheng +6Large Audio Language ModelsRp-Opsd

  6. Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness

    Jul 23, 2026Zi Hu, Houmin Sun, Linxi Li +4Neural Audio CodecsWatermarking

  7. Designed Vocalizations Dataset: Sound-Designed Human and Animal Voices for Non-human Voice Conversion

    Jul 23, 2026Seolhee Lee, Minsu Kang, Yangsun Lee +3VocalizationsVoice Agents

  8. Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning

    Jul 22, 2026Siqian Tong, Xuan Li, Chaozhuo Li +5Audio RepresentationAudio

  9. Ultra-Compact CNN Architectures for Tropical Bird Audio Detection on Microcontrollers

    Jul 22, 2026Muhammad Mun'im Ahmad Zabidi, Mohd Yamani Idna Idris, Norisma IdrisPassive Acoustic MonitoringCortex

  10. Black-Box Optimization for Identifying and Inverting Audio Dynamic Range Control Effects

    Jul 22, 2026Haoran Sun, Dominique Fourer, Hichem MaarefSpectral ReconstructionMusic Editing

  11. RIME: Enabling Large-Scale Agentic Music Post-Production

    Jul 21, 2026Noah Schaffer, Nikhil SinghMusic GenerationMusic Editing

  12. What the Waveform Knows: Transparent-first Speech and Audio Intelligence with Caption Studio

    Jul 21, 2026Cheng Siong Chin, Jianhua Zhang, Mohan VenkateshkumarVideo CaptioningAudio

  13. Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio

    Jul 21, 2026Abdul Basit Tonmoy, Kazi Fardinul Hoque, Md. Shahrier Islam Arham +1Audio RepresentationAudio

  14. Audio Cross Verification Using Dual Alignment Likelihood Ratio Test

    Jul 20, 2026Heidi Lei, Arm Wonghirundacha, Irmak Bukey +1AudioSpeaker Verification Performance

  15. ESCUCHA: A Spanish Speech Benchmark for Heterogeneous Acoustic Conditions

    Jul 20, 2026Fernando López, Ana Ayala, Guillermo Segovia +4LibrispeechLarge Audio Language Models

  16. FlowSonic: Stable Zero-Shot Music Editing via High-Order Trajectory Integration

    Jul 20, 2026Ali Boudaghi, Hadi ZareMusic Editing

  17. RealDESED: A Real-World Domestic Sound Event Detection Benchmark

    Jul 18, 2026Florian Schmid, Paul Primus, Alexander Fichtinger +3Audio FlowReal-World

  18. Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

    Jul 17, 2026Sreyan Ghosh, Arushi Goel, Kaousheik Jayakumar +19Audio-Visual ReasoningLarge Audio Language Models

  19. Large Audio Language Models for Spoofing-Aware Speaker Verification

    Jul 16, 2026Sofya Savelyeva, Mariia Perunova, Evgeny Kushnir +3Speaker Verification PerformanceLarge Audio Language Models

  20. MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music

    Jul 16, 2026Scott H. HawleyMusic UnderstandingAudio Latent

  21. MetaPerch: Learning from metadata for bioacoustics foundation models

    Jul 15, 2026Mustafa Chasmai, Vincent Dumoulin, Jenny HamerPassive Acoustic MonitoringAcoustic Representation

  22. Greedy Volume Maximization of Gradient Embeddings for Long-Tailed Frame-Level Bioacoustic Active Learning

    Jul 15, 2026Shiqi Zhang, Marius Faiß, Ariana Strandburg-Peshkin +1Passive Acoustic MonitoringActive Learning

  23. Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation

    Jul 15, 2026Joonyong Park, David M. Chan, Yuki Saito +1Large Audio Language ModelsLarge Language Model Judges

  24. Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models

    Jul 15, 2026Chun-Yi Kuan, Siwon Kim, Byeonggeun Kim +7Large Audio Language ModelsInstruction

  25. The Café in Amsterdam: When the Incumbent Becomes the Oracle

    Jul 15, 2026Augusto CamargoComputational CostOracles

  26. Low-Latency Neural Models for Real-Time Music Enhancement

    Jul 14, 2026Emmanouil Karystinaios, Jonathan Greif, David Nadrchal +2Speech EnhancementMusic Editing

  27. Neural Morphing: Sequence-Optimized Token-Level Morphing in Neural Audio Codecs

    Jul 14, 2026Emmanouil KarystinaiosNeural Audio CodecsMusic Editing

  28. A Hybrid Mamba for Audio-Visual Navigation

    Jul 14, 2026Yi Wang, Yinfeng YuAudio-Visual ReasoningObject Goal Navigation

  29. Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction

    Jul 14, 2026Mattia Tamiazzo, Simone Milani, Massimo Iuliani +1Audio Deepfake DetectionMultimedia Forensics

  30. Encoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models

    Jul 13, 2026Yu-Han Huang, Chih-Kai Yang, Ke-Han Lu +2Large Audio Language ModelsAcoustic

  31. BeatEdit: Symbolic Music Generation as Explicit Editing

    Jul 13, 2026Haoyu Gu, Lekai Qian, Haowu Zhou +2Music GenerationMusic Editing

  32. Dance to Music Generation leveraging Pre-training with Unpaired data and Contrastive Alignment

    Jul 12, 2026Ryota Kimura, Sangheon Park, Natalia Polouliakh +1DuetMusic Generation

  33. FdAudio: MeanFlow-Anchored Fréchet-Distance Post-Training for One-Step Text-to-Audio Generation

    Jul 11, 2026Kuan-Po Huang, Bo-Ru Lu, Ho-Lam Chung +2Audio LatentZero-Shot Text-To-Speech

  34. GigaChat Audio: Time-aware Large Audio Language Model

    Jul 11, 2026Aleksandr Kutsakov, Mariia Sadovina, Georgii Gospodinov +4Large Audio Language ModelsAudio Tokens

  35. Empowering Long-form Omni-modal Understanding with Robust Audio Perception

    Jul 11, 2026Kaiying Yan, Luoyi Sun, Xiao Zhou +1Audio-Visual ReasoningOmni-Modal

  36. Breaking the Quality--Intelligibility Trade-off in Streaming Target Speaker Extraction via Deep-Feature-Anchored Preference Optimization

    Jul 11, 2026Shuhai Peng, Jinjiang Liu, Hui Lu +5Speaker RecognitionAcoustic Representation

  37. Local Multimodal Music Alignment from Global Supervision

    Jul 10, 2026Irmak Bukey, Zachary Novack, Jongmin Jung +2Multimodal AlignmentMultimodal Contrastive Learning

  38. ARIMA: Reconstruction-Grounded Predictive Representation Learning for Symbolic Music

    Jul 10, 2026Mingyang Yao, Zhaoxiang FengMusic UnderstandingAudio Latent

  39. What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection

    Jul 10, 2026Aishwarya R. Fursule, Vamshi Nallaguntla, Shruti Kshirsagar +1Audio Deepfake DetectionWav2Vec

  40. ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models

    Jul 10, 2026Sang-Hoon Lee, Ha-Yeong ChoiAudio LatentAcoustic Representation

  41. Clean2FX: Label-conditioned modeling for clean-to-effect guitar audio transformations

    Jul 9, 2026Oliverio Bombicci Pontelli, Iran R. RomanMusic EditingAudio

  42. Dual-BEATs: Unlocking Zero-Shot Stereo Audio Perception in Audio Large Language Models via Dithering

    Jul 9, 2026Shuo-Chun Lin, Hen-Hsen HuangSpatial AudioLarge Audio Language Models

  43. Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks

    Jul 8, 2026Nobin Sarwar, Shubhashis Roy Dipta, Zheyuan Liu +1Large Language Model UnlearningCross-Modal Learning

  44. Precise Video-to-Audio Generation with Cross-Modal Alignment in Latent Space

    Jul 7, 2026Thanh V. T. Tran, Ngoc-Son Nguyen, Luong Tran +4Joint Audio-Video GenerationAudio Latent

  45. From Textural Counterpoint to Feature Encoding: A Multi-Dimensional Machine Representation Study of Haydn's "The Lark" Integrating Electroacoustic Analysis

    Jul 7, 2026Yakun Liu, Zhiyu Jin, Hai Luan +2Music GenerationAcoustic Representation

  46. Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts

    Jul 7, 2026Andrei-George Durdun, Victor Constantinescu, Radu Tudor IonescuMultilingual Automatic Speech RecognitionSentiment Analysis

  47. Unified Audio Intelligence Without Regressing on Text Intelligence

    Jul 6, 2026Zhifeng Kong, Sang-gil Lee, Jaehyeon Kim +17Audio RepresentationZero-Shot Text-To-Speech

  48. RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain

    Jul 6, 2026Omer Moussa, Mariya TonevaSpeech Large Language ModelsWireless Foundation Models

  49. CARD: Cross-component Audio Representation Distillation for Encoder-Free Audio Captioning

    Jul 6, 2026Ganesh Pavan Kartikeya Bharadwaj Kolluri, Yuchen Zhang, Michael Kampouridis +1Audio LatentAudio Encoders

  50. UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization

    Jul 5, 2026Cangjin Qiu, Quan Zhang, Dan Jiang +1Frequency-Aware Structural AggregationAudio Latent

  51. Sampling Bias Compensation for Robust Evaluation of Audio Classification Systems with Partially Labeled Evaluation Datasets

    Jul 5, 2026Javier Naranjo-Alcazar, Annamaria Mesaros, Tuomas Virtanen +1AudioImportance

  52. Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding

    Jul 5, 2026Zihan Zhang, Xize Cheng, Wenhao Yan +5Large Audio Language ModelsDense Temporal Annotation

  53. Doppelganger: Sound Effects and Their Synthetic Twins

    Jul 5, 2026Elliott AshSonificationCross-Lingual Voice Cloning

  54. Probing Low-Level Acoustic Attribute Encoding in CLAP Audio Embeddings

    Jul 4, 2026Héctor Martel, Joe Hennessy-Priest, Taemin ChoAcoustic RepresentationAudio

  55. Taste-aware music retrieval from audio embeddings

    Jul 3, 2026Matteo Spanio, Antonio RodàMusic UnderstandingAudio Representation

  56. Audio-Based Understanding of Audiobook Narration Appeal

    Jul 2, 2026Shahar Elisha, Mariano Beguerisse-Díaz, Emmanouil BenetosAudio RepresentationNarratives

  57. GRAFT: Grafted Reference Audio for Fine-grained Pronunciation in Zero-shot Text-to-Speech

    Jul 2, 2026Antonis Asonitis, Francesco Verdini, Aref Farhadipour +4Zero-Shot Text-To-SpeechMispronunciation Detection

  58. An Efficient vLLM-Based Inference Pipeline for Unified Audio Understanding and Generation

    Jul 2, 2026Haoran Wang, Jinchuan Tian, Siddhant Arora +1Audio RepresentationAudio Tokens

  59. A Multi-Branch Hierarchy-Aware Framework for Heterogeneous Audio Classification

    Jul 2, 2026Beile Ning, Jiayi Yu, Zitong Wang +5Speech SeparationAudio

  60. Neural Audio Codec with Adjustable Token Temporal Resolution Using Sampling-Frequency-Independent Convolutional Layers

    Jul 2, 2026Tomohiko Nakamura, Wataru Nakata, Kanami Imamura +1Neural Audio CodecsAudio