Topical collections on machine learning based semantic representation and analytics for multimedia application.

Multimedia analysis is one of the most important branches of artificial intelligence, which focuses on the description, measurement and classification of patterns involved in multimedia data. Zhou and Jiao [[2]] set up the functional structure of this paper based on the neural network model structure and build an intelligent analysis system for signal processing tasks based on the LSTM recurrent neural network algorithm. [Extracted from the article]