An effective gender recognition approach using voice data via deeper LSTM networks

F Ertam - Applied Acoustics, 2019 - Elsevier
It is not difficult to estimate the gender of the human from other people's audio files. In
general, people can easily identify the gender of the owner of a conversation with the …

Speaker gender recognition based on deep neural networks and ResNet50

AA Alnuaim, M Zakariah, C Shashidhar… - Wireless …, 2022 - Wiley Online Library
Several speaker recognition algorithms failed to get the best results because of the wildly
varying datasets and feature sets for classification. Gender information helps reduce this …

Voice gender recognition using deep learning

M Buyukyilmaz, AO Cibikdiken - 2016 International Conference …, 2016 - atlantis-press.com
In this article, a Multilayer Perceptron (MLP) deep learning model has been described to
recognize voice gender. The data set have 3,168 recorded samples of male and female …

DGR: Gender Recognition of Human Speech Using One‐Dimensional Conventional Neural Network

RS Alkhawaldeh - Scientific Programming, 2019 - Wiley Online Library
The speech entailed in human voice comprises essentially paralinguistic information used in
many voice‐recognition applications. Gender voice is considered one of the pivotal parts to …

[PDF][PDF] Speech feature extraction for gender recognition

A Pahwa, G Aggarwal - International Journal of Image, Graphics and …, 2016 - academia.edu
Speech Recognition Technology can be embedded in various real time applications in order
to increase the human-computer interaction. From robotics to health care and aerospace …

Gender voice recognition using random forest recursive feature elimination with gradient boosting machines

K Zvarevashe, OO Olugbara - … in big data, computing and data …, 2018 - ieeexplore.ieee.org
Speech emotion recognition is a difficult task in the field of affective computing because
emotions in speech heavily depend on a variety of factors such as feeling, thought …

Gender identification from speech signal by examining the speech production characteristics

E Ramdinmawii, VK Mittal - 2016 International conference on …, 2016 - ieeexplore.ieee.org
The term gender identification deals with finding out the gender of a person from his or her
voice. Gender identification has been implemented in several Automatic Speaker …

[PDF][PDF] Gender classification in speech recognition using fuzzy logic and neural network.

K Meena, KR Subramaniam, M Gomathy - Int. Arab J. Inf. Technol., 2013 - ccis2k.org
Nowadays classification of gender is one of the most important processes in speech
processing. Usually gender classification is based on considering pitch as feature. The pitch …

Gender classification: a convolutional neural network approach

SS Liew, MK Hani, SA Radzi… - Turkish Journal of …, 2016 - journals.tubitak.gov.tr
An approach using a convolutional neural network (CNN) is proposed for real-time gender
classification based on facial images. The proposed CNN architecture exhibits a much …

[PDF][PDF] On Learning to Identify Genders from Raw Speech Signal Using CNNs.

SH Kabil, H Muckenhirn, M Magimai-Doss - Interspeech, 2018 - publications.idiap.ch
Abstract Automatic Gender Recognition (AGR) is the task of identifying the gender of a
speaker given a speech signal. Standard approaches extract features like fundamental …