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Paralinguistics in speech and language—state-of-the-art and the challenge
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 …
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
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 …
which combines seven different methods at both acoustic and prosodic levels to improve the …
Ensemble Learning Methods: An Empirical Study
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 …
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
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 …
emotion recognition. Special attention is given to a problem often neglected: missing data in …
Demographic analysis from biometric data: Achievements, challenges, and new frontiers
Biometrics is the technique of automatically recognizing individuals based on their biological
or behavioral characteristics. Various biometric traits have been introduced and widely …
or behavioral characteristics. Various biometric traits have been introduced and widely …
Speech-based age and gender prediction with transformers
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 …
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
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 …
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
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 …
face in an arbitrary digital image employed for authentication. Face recognition technology …
Building a robust system for multimodal emotion recognition
This chapter describes the development of a multimodal, ensemble‐based system for
emotion recognition covering the major steps in processing: emotion modeling, data …
emotion recognition covering the major steps in processing: emotion modeling, data …
Gender classification with voice intensity
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 …
proposed and implemented. The research is based on the idea that male and female can be …