Research on Semi-Supervised Sound Event Detection Based on Mean Teacher Models Using ML-LoBCoD-NET

One of the most commonly method for sound event detection is the traditional convolutional neural network (CNN) or convolutional recurrent neural network (CRNN) and their variants. However, the pooling operation of the CNN has the disadvantage of losing the location information of the target object....

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Autori principali:	Jinjia Wang, Jing Xia, Qian Yang, Yuzhen Zhang
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2020-01-01
Serie:	IEEE Access
Soggetti:	Sound event detection weakly-supervised learning semi-supervised learning mean teacher model multi-layer local block coordinate descent convolutional recurrent neural network
Accesso online:	https://ieeexplore.ieee.org/document/9000951/
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