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1. Speech emotion recognition using LSTM, multi-task learning and high level feature representation

Author

Carbonell García, Pablo, Universiteit Twente, and Englebienne, Gwenn

Subjects
xarxes neuronals, speech, multi-task learning, parla, neural networks, aprenentatge automàtic, Neural networks (Computer science), machine learning, emotion recognition, Xarxes neuronals (Informàtica), Processament de la parla, Informàtica::Intel·ligència artificial [Àrees temàtiques de la UPC], Speech processing systems, reconeixement d'emocions, LSTM
Abstract

The use of private layers is explored for a multi-task learning approach to speech emotion recognition. The methods used include LSTMs, multi-task learning, high level representation, and "in the wild" testing.

Published
2019

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