HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Feiyu, Chen, Yiming, Lu, Wenhuan, Zhang, Daipeng, Yue, Xianghu, Wei, Jianguo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
by: Chen, Yiming, et al.
Published: (2024)
by: Chen, Yiming, et al.
Published: (2024)
Whisper-MLA: Reducing GPU Memory Consumption of ASR Models based on MHA2MLA Conversion
by: Zhang, Sen, et al.
Published: (2026)
by: Zhang, Sen, et al.
Published: (2026)
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
by: Song, Zirui, et al.
Published: (2025)
by: Song, Zirui, et al.
Published: (2025)
AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025)
by: Wang, Lu, et al.
Published: (2025)
The Sonar Moment: Benchmarking Audio-Language Models in Audio Geo-Localization
by: Zhang, Ruixing, et al.
Published: (2026)
by: Zhang, Ruixing, et al.
Published: (2026)
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
by: Li, Kai, et al.
Published: (2025)
by: Li, Kai, et al.
Published: (2025)
Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models
by: Yang, Wanqi, et al.
Published: (2024)
by: Yang, Wanqi, et al.
Published: (2024)
AudioGuard: Toward Comprehensive Audio Safety Protection Across Diverse Threat Models
by: Kang, Mintong, et al.
Published: (2026)
by: Kang, Mintong, et al.
Published: (2026)
Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning
by: Lee, Kuan-Yi, et al.
Published: (2025)
by: Lee, Kuan-Yi, et al.
Published: (2025)
Are Audio-Language Models Listening? Audio-Specialist Heads for Adaptive Audio Steering
by: Glazer, Neta, et al.
Published: (2026)
by: Glazer, Neta, et al.
Published: (2026)
Eureka-Audio: Triggering Audio Intelligence in Compact Language Models
by: Zhang, Dan, et al.
Published: (2026)
by: Zhang, Dan, et al.
Published: (2026)
The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models
by: You, Yuhuan, et al.
Published: (2026)
by: You, Yuhuan, et al.
Published: (2026)
AudioCapBench: Quick Evaluation on Audio Captioning across Sound, Music, and Speech
by: Qiu, Jielin, et al.
Published: (2026)
by: Qiu, Jielin, et al.
Published: (2026)
AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives
by: Chen, Yanxi, et al.
Published: (2025)
by: Chen, Yanxi, et al.
Published: (2025)
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
by: Gao, Kuofeng, et al.
Published: (2024)
by: Gao, Kuofeng, et al.
Published: (2024)
Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection
by: Chen, Meng, et al.
Published: (2026)
by: Chen, Meng, et al.
Published: (2026)
Towards Fine-grained Temporal Perception: Post-Training Large Audio-Language Models with Audio-Side Time Prompt
by: Shi, Yanfeng, et al.
Published: (2026)
by: Shi, Yanfeng, et al.
Published: (2026)
VoiceBench: Benchmarking LLM-Based Voice Assistants
by: Chen, Yiming, et al.
Published: (2024)
by: Chen, Yiming, et al.
Published: (2024)
Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models
by: Li, Yanda, et al.
Published: (2026)
by: Li, Yanda, et al.
Published: (2026)
A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models
by: Christop, Iwona, et al.
Published: (2026)
by: Christop, Iwona, et al.
Published: (2026)
Do Audio-Visual Large Language Models Really See and Hear?
by: Selvakumar, Ramaneswaran, et al.
Published: (2026)
by: Selvakumar, Ramaneswaran, et al.
Published: (2026)
OWL: Geometry-Aware Spatial Reasoning for Audio Large Language Models
by: Biswas, Subrata, et al.
Published: (2025)
by: Biswas, Subrata, et al.
Published: (2025)
AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs
by: He, Peize, et al.
Published: (2025)
by: He, Peize, et al.
Published: (2025)
PhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generation
by: Xie, Tianxin, et al.
Published: (2025)
by: Xie, Tianxin, et al.
Published: (2025)
Audio Jailbreaks in Large Audio-Language Models: Taxonomy, Attack-Defense Analysis, and Cost-Aware Evaluation
by: Feng, Bo-Han, et al.
Published: (2026)
by: Feng, Bo-Han, et al.
Published: (2026)
ERF-BA-TFD+: A Multimodal Model for Audio-Visual Deepfake Detection
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
CALM: Class-Conditional Sparse Attention Vectors for Large Audio-Language Models
by: Mehta, Videet, et al.
Published: (2026)
by: Mehta, Videet, et al.
Published: (2026)
AudioRole: An Audio Dataset for Character Role-Playing in Large Language Models
by: Li, Wenyu, et al.
Published: (2025)
by: Li, Wenyu, et al.
Published: (2025)
VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models
by: Chen, Yukun, et al.
Published: (2026)
by: Chen, Yukun, et al.
Published: (2026)
VidAudio-Bench: Benchmarking V2A and VT2A Generation across Four Audio Categories
by: Zhang, Qian, et al.
Published: (2026)
by: Zhang, Qian, et al.
Published: (2026)
Guiding Audio Editing with Audio Language Model
by: Lan, Zitong, et al.
Published: (2025)
by: Lan, Zitong, et al.
Published: (2025)
Toward Noise-Aware Audio Deepfake Detection: Survey, SNR-Benchmarks, and Practical Recipes
by: Sen, Udayon, et al.
Published: (2025)
by: Sen, Udayon, et al.
Published: (2025)
Evaluation of Audio Language Models for Fairness, Safety, and Security
by: Aloufi, Ranya, et al.
Published: (2026)
by: Aloufi, Ranya, et al.
Published: (2026)
MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows
by: Li, Xiquan, et al.
Published: (2025)
by: Li, Xiquan, et al.
Published: (2025)
ERIS: Evolutionary Real-world Interference Scheme for Jailbreaking Audio Large Models
by: Zhang, Yibo, et al.
Published: (2025)
by: Zhang, Yibo, et al.
Published: (2025)
Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores
by: Dai, Congren, et al.
Published: (2025)
by: Dai, Congren, et al.
Published: (2025)
AudioMoG: Guiding Audio Generation with Mixture-of-Guidance
by: Wang, Junyou, et al.
Published: (2025)
by: Wang, Junyou, et al.
Published: (2025)
No Free Lunch from Audio Pretraining in Bioacoustics: A Benchmark Study of Embeddings
by: Chen, Chenggang, et al.
Published: (2025)
by: Chen, Chenggang, et al.
Published: (2025)
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
by: Xie, Yuankun, et al.
Published: (2024)
by: Xie, Yuankun, et al.
Published: (2024)
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion
by: Zhao, Junqi, et al.
Published: (2025)
by: Zhao, Junqi, et al.
Published: (2025)
Similar Items
-
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
by: Chen, Yiming, et al.
Published: (2024) -
Whisper-MLA: Reducing GPU Memory Consumption of ASR Models based on MHA2MLA Conversion
by: Zhang, Sen, et al.
Published: (2026) -
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
by: Song, Zirui, et al.
Published: (2025) -
AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025) -
The Sonar Moment: Benchmarking Audio-Language Models in Audio Geo-Localization
by: Zhang, Ruixing, et al.
Published: (2026)