Novel dual-channel long short-term memory compressed capsule networks for emotion recognition

Ismail Shahin,Noor Hindawi,Ali Bou Nassif,Adi Alhudhaif,Kemal Polat

Expert Systems with Applications（2022）

引用 19|浏览37

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摘要

•A novel DC-LSTM COMP-CapsNet is proposed to enhance emotion recognition.•Our proposed framework is evaluated using four diverse speech databases.•Results show that our proposed model exceeds CapsNet in terms of performance.

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关键词

Capsule networks,Convolutional neural network,Deep neural network,Dual-channel,Emotion recognition,LSTM

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