Kniha Robust Emotion Recognition using Spectral and Prosodic Features K. Sreenivasa Rao

Robust Emotion Recognition using Spectral and Prosodic Features

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 11-15 dní
54.21
In this brief, the authors discuss recently explored spectral (sub-segmental and pitch synchronous)...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2013
Stránok
118
EAN
9781461463597
ISBN
1461463599
Enbook ID
01428537
Hmotnosť
2117
Rozmery
155 x 235 x 8

Kompletný popis

In this brief, the authors discuss recently explored spectral (sub-segmental and pitch synchronous) and prosodic (global and local features at word and syllable levels in different parts of the utterance) features for discerning emotions in a robust manner.§The authors also delve into the complementary evidences obtained from excitation source, vocal tract system and prosodic features for the purpose of enhancing emotion recognition performance. Features based on speaking rate characteristics are explored with the help of multi-stage and hybrid models for further improving emotion recognition performance. Proposed spectral and prosodic features are evaluated on real life emotional speech corpus.

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