Recognition of Audio Depression Based on Convolutional Neural Network and Generative Antagonism Network Model

Recognition of Audio Depression Based on Convolutional Neural Network and Generative Antagonism Network Model

This paper proposes an audio depression recognition method based on convolution neural network and generative antagonism network model. First of all, preprocess the data set, remove the long-term mute segments in the data set, and splice the rest into a new audio file. Then, the features of speech s...

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Bibliographic Details
Main Authors: Zhiyong Wang, Longxi Chen, Lifeng Wang, Guangqiang Diao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Recognition of audio depression
generative antagonism network
convolutional neural network
Mel-scale frequency cepstral coefficients
entropy feature of spectrogram
Online Access:https://ieeexplore.ieee.org/document/9103527/

Internet

https://ieeexplore.ieee.org/document/9103527/

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