Haomin Zhang — accepted AI-conference papers

2025

Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio

Gongyu Chen, Haomin Zhang, Chaofan Ding, Zihao Chen, Xinhan Di

ICASSP 2025accepted

One fascinating aspect of pre-trained Audio-Language Models (ALMs) learning is their impressive zero-shot generalization capability and test-time adaptation (TTA) methods aiming to improve domain performance without annotations. However, previous test time adaptation (TTA) methods for ALMs in zero-s…

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2015

Robust sound event recognition using convolutional neural networks

Haomin Zhang, Ian McLoughlin, Yan Song

ICASSP 2015accepted

Traditional sound event recognition methods based on informative front end features such as MFCC, with back end sequencing methods such as HMM, tend to perform poorly in the presence of interfering acoustic noise. Since noise corruption may be unavoidable in practical situations, it is important to…

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