Speech emotion recognition using deep learning techniques: A review

RA Khalil, E Jones, MI Babar, T Jan, MH Zafar… - IEEE …, 2019 - ieeexplore.ieee.org
Emotion recognition from speech signals is an important but challenging component of
Human-Computer Interaction (HCI). In the literature of speech emotion recognition (SER) …

Survey of emotions in human–robot interactions: Perspectives from robotic psychology on 20 years of research

R Stock-Homburg - International Journal of Social Robotics, 2022 - Springer
Abstract Knowledge production within the interdisciplinary field of human–robot interaction
(HRI) with social robots has accelerated, despite the continued fragmentation of the …

Speech emotion recognition based on feature selection and extreme learning machine decision tree

ZT Liu, M Wu, WH Cao, JW Mao, JP Xu, GZ Tan - Neurocomputing, 2018 - Elsevier
Feature selection is a crucial step in the development of a system for identifying emotions in
speech. Recently, the interaction between features generated from the same audio source …

Speech emotion recognition based on an improved brain emotion learning model

ZT Liu, Q Xie, M Wu, WH Cao, Y Mei, JW Mao - Neurocomputing, 2018 - Elsevier
Human-robot emotional interaction has developed rapidly in recent years, in which speech
emotion recognition plays a significant role. In this paper, a speech emotion recognition …

Speech emotion recognition based on DNN-decision tree SVM model

L Sun, B Zou, S Fu, J Chen, F Wang - Speech Communication, 2019 - Elsevier
Motivated by the development of DNN technology, a speech emotion recognition method
based on DNN-decision tree SVM model is proposed. The proposed method can not only …

Cross lingual speech emotion recognition: Urdu vs. western languages

S Latif, A Qayyum, M Usman… - … conference on frontiers of …, 2018 - ieeexplore.ieee.org
Cross-lingual speech emotion recognition is an important task for practical applications. The
performance of automatic speech emotion recognition systems degrades in cross-corpus …

Emotion recognition from Chinese speech for smart affective services using a combination of SVM and DBN

L Zhu, L Chen, D Zhao, J Zhou, W Zhang - Sensors, 2017 - mdpi.com
Accurate emotion recognition from speech is important for applications like smart health
care, smart entertainment, and other smart services. High accuracy emotion recognition from …

Understanding human reactions looking at facial microexpressions with an event camera

F Becattini, F Palai, A Del Bimbo - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the establishment of Industry 4.0, machines are now required to interact with workers.
By observing biometrics they can assess if humans are authorized, or mentally and …

Speech emotion recognition based on multi-feature speed rate and LSTM

Z Yang, Z Li, S Zhou, L Zhang, S Serikawa - Neurocomputing, 2024 - Elsevier
Correctly recognizing speech emotions is of significant importance in various fields, such as
healthcare and human–computer interaction (HCI). However, the complexity of speech …

Ensemble learning of hybrid acoustic features for speech emotion recognition

K Zvarevashe, O Olugbara - Algorithms, 2020 - mdpi.com
Automatic recognition of emotion is important for facilitating seamless interactivity between a
human being and intelligent robot towards the full realization of a smart society. The …