Search Results for author: Tiantian Tang

Found 3 papers, 0 papers with code

CNN-based Discriminative Training for Domain Compensation in Acoustic Event Detection with Frame-wise Classifier

no code implementations26 Mar 2021 Tiantian Tang, Xinyuan Zhou, Yanhua Long, Yijie Li, Jiaen Liang

Domain mismatch is a noteworthy issue in acoustic event detection tasks, as the target domain data is difficult to access in most real applications.

Event Detection

Domain Adaptation with Incomplete Target Domains

no code implementations3 Dec 2020 Zhenpeng Li, Jianan Jiang, Yuhong Guo, Tiantian Tang, Chengxiang Zhuo, Jieping Ye

In the proposed model, we design a data imputation module to fill the missing feature values based on the partial observations in the target domain, while aligning the two domains via deep adversarial adaption.

Domain Adaptation Imputation

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