Significance of relative phase features for shouted and normal speech classification

Significance of relative phase features for shouted and normal speech classification

Abstract Shouted and normal speech classification plays an important role in many speech-related applications. The existing works are often based on magnitude-based features and ignore phase-based features, which are directly related to magnitude information. In this paper, the importance of phase-b...

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Bibliographic Details
Main Authors: Khomdet Phapatanaburi, Longbiao Wang, Meng Liu, Seiichi Nakagawa, Talit Jumphoo, Peerapong Uthansakul
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Shouted and normal speech classification
Audio classification
Relative phase information
Score combination
Online Access:https://doi.org/10.1186/s13636-023-00324-4

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