3 papers
cs.SD2026
HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models
Feiyu Zhao, Yiming Chen, Wenhuan Lu +3
Large Audio-Language Models (LALMs) have recently achieved strong performance across various audio-centric tasks. However, hallucination, where models generate responses that are s…
cs.CV2026
TIGFlow-GRPO: Trajectory Forecasting via Interaction-Aware Flow Matching and Reward-Guided Optimization
Xuepeng Jing, Wenhuan Lu, Hao Meng +2
Human trajectory forecasting is important for intelligent multimedia systems operating in visually complex environments, such as autonomous driving and crowd surveillance. Although…
cs.SD2026
Whisper-MLA: Reducing GPU Memory Consumption of ASR Models based on MHA2MLA Conversion
Sen Zhang, Jianguo Wei, Wenhuan Lu +6
The Transformer-based Whisper model has achieved state-of-the-art performance in Automatic Speech Recognition (ASR). However, its Multi-Head Attention (MHA) mechanism results in si…