Title :
Study on audio signal´s classification based on BP neural network
Author :
Yang, Luo ; Yan, Zhang
Author_Institution :
Sch. of Inf. Technol., Jinling Inst. of Technol., Nanjing, China
Abstract :
To improve the accuracy and intelligence of audio signal´s classification, this paper provides the method of classification based on BP neural network. It describes the design and implement of classification system, finishes the training and testing of the system based BP neural network using MATLAB, and obtains the satisfactory result.
Keywords :
audio signal processing; backpropagation; neural nets; signal classification; BP neural network; MATLAB; audio signal classification; classification system; Accuracy; Biological neural networks; Classification algorithms; Feature extraction; Neurons; Pattern classification; Training; Audio signal´s classification; BP neural network; Feature signal extraction;
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
DOI :
10.1109/AIMSEC.2011.6011067
