Meng Ge
2 indexed papers
Recent (6 mo)
2With code
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0Benchmarked
0Publications per year
226
Top categories
Audio and Speech Processing×2
Frequent co-authors
Research Timeline
2026
SKAD: Sketch-Guided Audio-Contrastive Decoding for Reasoning in Large Audio-Language Models
The paper proposes a training-free inference-time method for audio reasoning called SKAD, which uses an acoustic evidence sketch to improve the accuracy of audio understanding and reasoning models.
AD-Mamba: Architecture-Complementary Knowledge Distillation for Efficient and Robust Audio Classification
This paper proposes AD-Mamba, a multi-stage knowledge distillation framework that improves the performance of state space models in audio classification tasks.
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Papers
eess.ASEmpiricalRecentOct 20, 2026
SKAD: Sketch-Guided Audio-Contrastive Decoding for Reasoning in Large Audio-Language Models
Junyu Wang, Peiyuan Jiang, Siyuan Zhang, Jian Zong +5 more
The paper proposes a training-free inference-time method for audio reasoning called SKAD, which uses an acoustic evidence sketch to improve the accuracy of audio understanding and reasoning models.
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eess.ASEmpiricalRecent