Fuzzy-Based Ensemble Feature Selection for Automated Estimation of Speaker Height and Age Using Vocal Characteristics

Fuzzy-Based Ensemble Feature Selection for Automated Estimation of Speaker Height and Age Using Vocal Characteristics

Estimating speaker attributes from vocal characteristics is an important research area with applications in forensic science, biometric identification, and human–computer interaction. The accurate estimation of these attributes requires the effective extraction of relevant audio features...

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Bibliographic Details
Main Authors: Umniah Hameed Jaid, Alia Karim Abdulhassan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Age estimation
ensemble feature selection
fuzzy C-Means
height estimation
speaker profiling
Online Access:https://ieeexplore.ieee.org/document/10194287/

Internet

https://ieeexplore.ieee.org/document/10194287/

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