Robust Feature Extraction Using Temporal Context Averaging for Speaker Identification in Diverse Acoustic Environments
Yassin Terraf,
Youssef Iraqi
Abstract:Speaker identification in challenging acoustic environments, influenced by noise, reverberation, and emotional fluctuations, requires improved feature extraction techniques. Although existing methods effectively extract distinct acoustic features, they show limitations in these adverse settings. To overcome these limitations, we propose the Temporal Context-Enhanced Features (TCEF) approach, which provides a consistent audio representation for better performance under various acoustic conditions. TCEF leverage… Show more
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