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Yueliang Qian

2 accepted papers

2020

Guided Learning for Weakly-Labeled Semi-Supervised Sound Event Detection

Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian
ICASSP 2020accepted

We propose a simple but efficient method termed Guided Learning for weakly-labeled semi-supervised sound event detection (SED). There are two sub-targets implied in weakly-labeled SED: audio tagging and boundary detection. Instead of designing a single model by considering a trade-off between the tw…

Cited by 0Source ↗Scholar ↗
2020

Multi-Branch Learning for Weakly-Labeled Sound Event Detection

Yuxin Huang, Xiangdong Wang, Liwei Lin, Hong Liu, Yueliang Qian
ICASSP 2020accepted

There are two sub-tasks implied in the weakly-supervised SED: audio tagging and event boundary detection. Current methods which combine multi-task learning with SED requires annotations both for these two sub-tasks. Since there are only annotations for audio tagging available in weakly-supervised SE…

Cited by 0Source ↗Scholar ↗