A hybrid approach for binary and multi-class classification of voice disorders using a pre-trained model and ensemble classifiers

Abstract Recent advances in artificial intelligence-based audio and speech processing have increasingly focused on the binary and multi-class classification of voice disorders. Despite progress, achieving high accuracy in multi-class classification remains challenging. This paper proposes a novel hy...

Full description

Saved in:
Bibliographic Details
Main Authors: Mehtab Ur Rahman, Cem Direkoglu
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-025-02978-w
Tags: Add Tag
No Tags, Be the first to tag this record!