Gender recognition by voice using an improved self-labeled algorithm

IE Livieris, E Pintelas, P Pintelas - Machine Learning and Knowledge …, 2019 - mdpi.com
Speech recognition has various applications including human to machine interaction,
sorting of telephone calls by gender categorization, video categorization with tagging and so …

[PDF][PDF] GMM-based speaker age and gender classification in Czech and Slovak

J Přibil, A Přibilová, J Matoušek - Journal of Electrical Engineering, 2017 - sciendo.com
The paper describes an experiment with using the Gaussian mixture models (GMM) for
automatic classification of the speaker age and gender. It analyses and compares the …

GMM-based speaker gender and age classification after voice conversion

J Přibil, A Přibilová, J Matoušek - 2016 First International …, 2016 - ieeexplore.ieee.org
This paper describes an experiment using the Gaussian mixture models (GMM) for
classification of the speaker gender/age and for evaluation of the achieved success in the …

Artefact determination by GMM-based continuous detection of emotional changes in synthetic speech

J Pribil, A Pribilova, J Matousek - 2019 42nd International …, 2019 - ieeexplore.ieee.org
The paper is focused on a description of a system for automatic detection of speech artefacts
based on the Gaussian mixture model (GMM) classifier. The system enables to detect one or …

[PDF][PDF] Automatic text-independent artifact detection, localization, and classification in the synthetic speech

J Přibil, A Přibilová, J Matoušek - Radioengineering, 2017 - pdfs.semanticscholar.org
The paper describes experiments with statistical approaches to automatic detection,
localization, and classification of the basic types of artifacts in the synthetic speech produced …

Automatic Classification of Types of Artefacts Arising During the Unit Selection Speech Synthesis

J Přibil, A Přibilová, J Matoušek - International Conference on Text …, 2017 - Springer
The paper describes an experiment with automatic classification of the basic types of
artefacts in the synthetic speech produced by the Czech text-to-speech system using the unit …

Comparison of one and two-level architecture of the GMM-based speaker age classifier

J Přibil, A Přibilová, J Matoušek - 2016 39th International …, 2016 - ieeexplore.ieee.org
The paper describes an experiment using the Gaussian mixture models (GMM) for automatic
classification of the speaker age and gender. The developed two-level architecture is …

Evaluation of TTS Personification by GMM-Based Speaker Gender and Age Classifier

J Přibil, A Přibilová, J Matoušek - … Brno, Czech Republic, September 12-16 …, 2016 - Springer
This paper describes an experiment using the Gaussian mixture models (GMM)-based
speaker gender and age classification for automatic evaluation of the achieved success in …