Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

J Zhang, Z Yin, P Chen, S Nichele - Information fusion, 2020 - Elsevier
In recent years, the rapid advances in machine learning (ML) and information fusion has
made it possible to endow machines/computers with the ability of emotion understanding …

[HTML][HTML] Sensors and artificial intelligence methods and algorithms for human–computer intelligent interaction: A systematic map** study

B Šumak, S Brdnik, M Pušnik - Sensors, 2021 - mdpi.com
To equip computers with human communication skills and to enable natural interaction
between the computer and a human, intelligent solutions are required based on artificial …

Major requirements for building Smart Homes in Smart Cities based on Internet of Things technologies

TKL Hui, RS Sherratt, DD Sánchez - Future Generation Computer Systems, 2017 - Elsevier
The recent boom in the Internet of Things (IoT) will turn Smart Cities and Smart Homes (SH)
from hype to reality. SH is the major building block for Smart Cities and have long been a …

[PDF][PDF] Improved end-to-end speech emotion recognition using self attention mechanism and multitask learning.

Y Li, T Zhao, T Kawahara - Interspeech, 2019 - isca-archive.org
Accurately recognizing emotion from speech is a necessary yet challenging task due to the
variability in speech and emotion. In this paper, we propose a speech emotion recognition …

End-to-end speech emotion recognition with gender information

TW Sun - IEEE Access, 2020 - ieeexplore.ieee.org
Many works have focused on speech emotion recognition algorithms. However, most rely on
the proper selection of speech acoustic features. In this paper, we propose a novel emotion …

Audio content analysis for unobtrusive event detection in smart homes

A Vafeiadis, K Votis, D Giakoumis, D Tzovaras… - … Applications of Artificial …, 2020 - Elsevier
Environmental sound signals are multi-source, heterogeneous, and varying in time. Many
systems have been proposed to process such signals for event detection in ambient …

Gender classification in smartphones using gait information

A Jain, V Kanhangad - Expert Systems with Applications, 2018 - Elsevier
Gender classification in smartphones has a lot of potential applications. Specifically, the
gender information can be used by expert and intelligent systems that are part of healthcare …

Attention and feature selection for automatic speech emotion recognition using utterance and syllable-level prosodic features

SB Alex, L Mary, BP Babu - Circuits, Systems, and Signal Processing, 2020 - Springer
This work attempts to recognize emotions from human speech using prosodic information
represented by variations in duration, energy, and fundamental frequency (F_ 0 F 0) values …

[HTML][HTML] Deep visual attributes vs. hand-crafted audio features on multidomain speech emotion recognition

M Papakostas, E Spyrou, T Giannakopoulos… - Computation, 2017 - mdpi.com
Emotion recognition from speech may play a crucial role in many applications related to
human–computer interaction or understanding the affective state of users in certain tasks …

Gender recognition from human voice using multi-layer architecture

MA Uddin, MS Hossain, RK Pathan… - … on innovations in …, 2020 - ieeexplore.ieee.org
Nowadays the interaction between humans and machines is quite possible and friendly
because of the speech recognition system. The gender identification system has been used …