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

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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Bibliographic Details
Main Authors: Jinjia Wang, Jing Xia, Qian Yang, Yuzhen Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Sound event detection
weakly-supervised learning
semi-supervised learning
mean teacher model
multi-layer local block coordinate descent
convolutional recurrent neural network
Online Access:https://ieeexplore.ieee.org/document/9000951/

Internet

https://ieeexplore.ieee.org/document/9000951/

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