Cover Image

Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Kuan-Yi, Lin, Tsung-En, Lee, Hung-Yi
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)

AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2025)

Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models
by: Kuan, Chun-Yi, et al.
Published: (2026)

Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024)

AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)

AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)

Membership Inference Attacks against Large Audio Language Models
by: Dong, Jia-Kai, et al.
Published: (2026)

AudioBERT: Audio Knowledge Augmented Language Model
by: Ok, Hyunjong, et al.
Published: (2024)

AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning
by: Tong, Siqian, et al.
Published: (2026)

OWL: Geometry-Aware Spatial Reasoning for Audio Large Language Models
by: Biswas, Subrata, et al.
Published: (2025)

Revealing the Role of Audio Channels in ASR Performance Degradation
by: Huang, Kuan-Tang, et al.
Published: (2025)

Latent-Mark: An Audio Watermark Robust to Neural Resynthesis
by: Chen, Yen-Shan, et al.
Published: (2026)

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
by: Yang, Chih-Kai, et al.
Published: (2025)

AudioRole: An Audio Dataset for Character Role-Playing in Large Language Models
by: Li, Wenyu, et al.
Published: (2025)

HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models
by: Zhao, Feiyu, et al.
Published: (2026)

Are Audio-Language Models Listening? Audio-Specialist Heads for Adaptive Audio Steering
by: Glazer, Neta, et al.
Published: (2026)

Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
by: Xie, Zhifei, et al.
Published: (2025)

Eureka-Audio: Triggering Audio Intelligence in Compact Language Models
by: Zhang, Dan, et al.
Published: (2026)

All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation
by: Foo, Leonardo Haw-Yang, et al.
Published: (2026)

Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models
by: Ieong, Lok-Lam, et al.
Published: (2026)

Adaptive vector steering: A training-free, layer-wise intervention for hallucination mitigation in large audio and multimodal models
by: Lin, Tsung-En, et al.
Published: (2025)

The Sonar Moment: Benchmarking Audio-Language Models in Audio Geo-Localization
by: Zhang, Ruixing, et al.
Published: (2026)

Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025)

When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models
by: Li, Chen-An, et al.
Published: (2025)

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
by: Goel, Arushi, et al.
Published: (2025)

Rebellion: Noise-Robust Reasoning Training for Audio Reasoning Models
by: Huang, Tiansheng, et al.
Published: (2025)

Towards Fine-grained Temporal Perception: Post-Training Large Audio-Language Models with Audio-Side Time Prompt
by: Shi, Yanfeng, et al.
Published: (2026)

MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2026)

Unifying Speech Editing Detection and Content Localization via Prior-Enhanced Audio LLMs
by: Xue, Jun, et al.
Published: (2026)

The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models
by: You, Yuhuan, et al.
Published: (2026)

Do Audio-Visual Large Language Models Really See and Hear?
by: Selvakumar, Ramaneswaran, et al.
Published: (2026)

A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models
by: Christop, Iwona, et al.
Published: (2026)

Disentangling Reasoning in Large Audio-Language Models for Ambiguous Emotion Prediction
by: Yu, Xiaofeng, et al.
Published: (2026)

Performance Improvement of Language-Queried Audio Source Separation Based on Caption Augmentation From Large Language Models for DCASE Challenge 2024 Task 9
by: Lee, Do Hyun, et al.
Published: (2024)

How Contrastive Decoding Enhances Large Audio Language Models?
by: Lin, Tzu-Quan, et al.
Published: (2026)

ERIS: Evolutionary Real-world Interference Scheme for Jailbreaking Audio Large Models
by: Zhang, Yibo, et al.
Published: (2025)

Retrieval-Augmented Text-to-Audio Generation
by: Yuan, Yi, et al.
Published: (2023)

Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding
by: Wang, Tsai-Ning, et al.
Published: (2025)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2024)

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
by: Song, Zirui, et al.
Published: (2025)