Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge

B Schuller, A Batliner, S Steidl, D Seppi - Speech communication, 2011 - Elsevier
More than a decade has passed since research on automatic recognition of emotion from
speech has become a new field of research in line with its 'big brothers' speech and speaker …

Automatic recognition of emotions from speech: a review of the literature and recommendations for practical realisation

T Vogt, E André, J Wagner - Affect and Emotion in Human-Computer …, 2008 - Springer
In this article we give guidelines on how to address the major technical challenges of
automatic emotion recognition from speech in human-computer interfaces, which include …

Speech emotion classification using attention-based LSTM

Y **e, R Liang, Z Liang, C Huang… - … /ACM Transactions on …, 2019 - ieeexplore.ieee.org
Automatic speech emotion recognition has been a research hotspot in the field of human-
computer interaction over the past decade. However, due to the lack of research on the …

Speech emotion recognition using Fourier parameters

K Wang, N An, BN Li, Y Zhang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recently, studies have been performed on harmony features for speech emotion
recognition. It is found in our study that the first-and second-order differences of harmony …

Fear-type emotion recognition for future audio-based surveillance systems

C Clavel, I Vasilescu, L Devillers, G Richard… - Speech …, 2008 - Elsevier
This paper addresses the issue of automatic emotion recognition in speech. We focus on a
type of emotional manifestation which has been rarely studied in speech processing: fear …

Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset

DC Ong, Z Wu, ZX Tan, M Reddan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Human emotions unfold over time, and more affective computing research has to prioritize
capturing this crucial component of real-world affect. Modeling dynamic emotional stimuli …

Spoken emotion recognition using hierarchical classifiers

EM Albornoz, DH Milone, HL Rufiner - Computer Speech & Language, 2011 - Elsevier
RESEARCH HIGHLIGHTS:▶ Characterization of emotions based on the acoustical and
prosodic features.▶ Emotional groups are founded in an unsupervised way (SOM) and …

Whodunnit–searching for the most important feature types signalling emotion-related user states in speech

A Batliner, S Steidl, B Schuller, D Seppi, T Vogt… - Computer Speech & …, 2011 - Elsevier
In this article, we describe and interpret a set of acoustic and linguistic features that
characterise emotional/emotion-related user states–confined to the one database …

A survey on automatic multimodal emotion recognition in the wild

G Sharma, A Dhall - Advances in data science: Methodologies and …, 2021 - Springer
Affective computing has been an active area of research for the past two decades. One of
the major component of affective computing is automatic emotion recognition. This chapter …