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

Authors :
Carbonell García, Pablo
Universiteit Twente
Englebienne, Gwenn
Source :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
Publication Year :
2019
Publisher :
Universitat Politècnica de Catalunya, 2019.

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.

Details

Language :
English
Database :
OpenAIRE
Journal :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
Accession number :
edsair.dedup.wf.001..b3c4ed04e395a89cb1f3cca20b31efdb