Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers

MB Akçay, K Oğuz - Speech Communication, 2020 - Elsevier
Speech is the most natural way of expressing ourselves as humans. It is only natural then to
extend this communication medium to computer applications. We define speech emotion …

Emotional expression: Advances in basic emotion theory

D Keltner, D Sauter, J Tracy, A Cowen - Journal of nonverbal behavior, 2019 - Springer
In this article, we review recent developments in the study of emotional expression within a
basic emotion framework. Dozens of new studies find that upwards of 20 emotions are …

Human‐computer interaction for recognizing speech emotions using multilayer perceptron classifier

AA Alnuaim, M Zakariah, PK Shukla… - Journal of …, 2022 - Wiley Online Library
Human‐computer interaction (HCI) has seen a paradigm shift from textual or display‐based
control toward more intuitive control modalities such as voice, gesture, and mimicry …

The Geneva minimalistic acoustic parameter set (GeMAPS) for voice research and affective computing

F Eyben, KR Scherer, BW Schuller… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Work on voice sciences over recent decades has led to a proliferation of acoustic
parameters that are used quite selectively and are not always extracted in a similar fashion …

The emotion process: Event appraisal and component differentiation

KR Scherer, A Moors - Annual review of psychology, 2019 - annualreviews.org
Much emotion research has focused on the end result of the emotion process, categorical
emotions, as reported by the protagonist or diagnosed by the researcher, with the aim of …

A review of depression and suicide risk assessment using speech analysis

N Cummins, S Scherer, J Krajewski, S Schnieder… - Speech …, 2015 - Elsevier
This paper is the first review into the automatic analysis of speech for use as an objective
predictor of depression and suicidality. Both conditions are major public health concerns; …

Introduction to emotions in education

R Pekrun, L Linnenbrink-Garcia - International handbook of …, 2014 - taylorfrancis.com
The classroom is an emotional place. The countless hours students spend attending class,
completing projects, taking exams, and building social relationships translate into progress …

Affective computing in education: A systematic review and future research

E Yadegaridehkordi, NFBM Noor, MNB Ayub… - Computers & …, 2019 - Elsevier
It is becoming a trend to apply an emotional lens and to position emotions as central to
educational interactions. Recently, affective computing has been one of the most actively …

Mapping 24 emotions conveyed by brief human vocalization.

AS Cowen, HA Elfenbein, P Laukka… - American …, 2019 - psycnet.apa.org
Emotional vocalizations are central to human social life. Recent studies have documented
that people recognize at least 13 emotions in brief vocalizations. This capacity emerges …

Survey on speech emotion recognition: Features, classification schemes, and databases

M El Ayadi, MS Kamel, F Karray - Pattern recognition, 2011 - Elsevier
Recently, increasing attention has been directed to the study of the emotional content of
speech signals, and hence, many systems have been proposed to identify the emotional …