Paralinguistics in speech and language—state-of-the-art and the challenge

B Schuller, S Steidl, A Batliner, F Burkhardt… - Computer Speech & …, 2013 - Elsevier
Paralinguistic analysis is increasingly turning into a mainstream topic in speech and
language processing. This article aims to provide a broad overview of the constantly …

Automatic speaker age and gender recognition using acoustic and prosodic level information fusion

M Li, KJ Han, S Narayanan - Computer Speech & Language, 2013 - Elsevier
The paper presents a novel automatic speaker age and gender identification approach
which combines seven different methods at both acoustic and prosodic levels to improve the …

Ensemble Learning Methods: An Empirical Study

U Sarmah, P Borah, DK Bhattacharyya - SN Computer Science, 2024 - Springer
Supervised learning algorithms are effective in most application domains, however they
have limitations. A single learning model may miss out on some local regions of the feature …

Exploring fusion methods for multimodal emotion recognition with missing data

J Wagner, E Andre, F Lingenfelser… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The study at hand aims at the development of a multimodal, ensemble-based system for
emotion recognition. Special attention is given to a problem often neglected: missing data in …

Demographic analysis from biometric data: Achievements, challenges, and new frontiers

Y Sun, M Zhang, Z Sun, T Tan - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Biometrics is the technique of automatically recognizing individuals based on their biological
or behavioral characteristics. Various biometric traits have been introduced and widely …

Speech-based age and gender prediction with transformers

F Burkhardt, J Wagner, H Wierstorf… - … 15th ITG Conference, 2023 - ieeexplore.ieee.org
We report on the curation of several publicly available datasets for age and gender
prediction. Furthermore, we present experiments to predict age and gender with models …

Automatic gender detection based on characteristics of vocal folds for mobile healthcare system

M Alhussein, Z Ali, M Imran… - Mobile Information …, 2016 - Wiley Online Library
An automatic gender detection may be useful in some cases of a mobile healthcare system.
For example, there are some pathologies, such as vocal fold cyst, which mainly occur in …

Geometric analysis and yolo algorithm for automatic face detection system in a security setting

FE Ayo, AM Mustapha, JA Braimah… - Journal of Physics …, 2022 - iopscience.iop.org
Face detection is a computer technology that determines the location and size of the human
face in an arbitrary digital image employed for authentication. Face recognition technology …

Building a robust system for multimodal emotion recognition

J Wagner, F Lingenfelser… - Emotion recognition: A …, 2015 - Wiley Online Library
This chapter describes the development of a multimodal, ensemble‐based system for
emotion recognition covering the major steps in processing: emotion modeling, data …

Gender classification with voice intensity

M Alsulaiman, Z Ali… - 2011 UKSim 5th European …, 2011 - ieeexplore.ieee.org
In this paper, a new approach to classify the two types of gender, male and female, is
proposed and implemented. The research is based on the idea that male and female can be …