Speech Emotion Recognition from Raw Audio using Deep Learning

Speech Emotion Recognition from Raw Audio using Deep Learning

Traditionally, in Speech Emotion Recognition, models require a large number of manually engineered features and intermediate representations such as spectrograms for training. However, to hand-engineer such features often requires both expert domain knowledge and resources. Recently, with the emergi...

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Bibliographic Details
Main Author: Rintala, Jonathan
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2020
Subjects:
Speech Emotion Recognition
Feature Learning
Deep Learning
Audio
SER
CNN
LSTM
Känsloigenkänning
Djupinlärning
Ljud
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-278858

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-278858

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