Excitation Features of Speech for Speaker-Specific Emotion Detection

Excitation Features of Speech for Speaker-Specific Emotion Detection

In this article, we study emotion detection from speech in a speaker-specific scenario. By parameterizing the excitation component of voiced speech, the study explores deviations between emotional speech (e.g., speech produced in anger, happiness, sadness, etc.) and neutral speech (i.e., non-emotion...

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Bibliographic Details
Main Authors: Sudarsana Reddy Kadiri, Paavo Alku
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Speech analysis
paralinguistics
emotion detection
excitation source
zero frequency filtering (ZFF)
linear prediction (LP) analysis
Online Access:https://ieeexplore.ieee.org/document/9046041/

Internet

https://ieeexplore.ieee.org/document/9046041/

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