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What is Age and Gender Detection in Speech about?

This document proposes a new approach for speaker gender detection and age estimation based on a hybrid architecture of Weighted Supervised Non-Negative Matrix Factorization (WSNMF) and General Regression Neural Network (GRNN). The approach uses Gaussian mixture weights extracted from acoustic features to form supervectors for each speaker. These supervectors are then used in the WSNMF and GRNN hybrid model for gender detection and age estimation. Evaluation on a Dutch speech corpus confirms the effectivene

Author

irfanangp

Language

EN