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Frication and voicing classification
Journal article   Open access  Peer reviewed

Frication and voicing classification

LMT Jesus and PJB Jackson
Lecture Notes in Computer Science: Computational Processing of the Portuguese Language, Vol.5190, pp.11-20
8th International Conference, PROPOR 2008 (Aveiro, Portugal, 08/09/2008 - 10/09/2008)
2008

Abstract

Phonetic detail of voiced and unvoiced fricatives was examined using speech analysis tools. Outputs of eight f0 trackers were combined to give reliable voicing and f0 values. Log - energy and Mel frequency cepstral features were used to train a Gaussian classifier that objectively labeled speech frames for frication. Duration statistics were derived from the voicing and frication labels for distinguishing between unvoiced and voiced fricatives in British English and European Portuguese.
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