Research Area: | Speech Analysis | Year: | 2014 | ||||
Type of Publication: | In Proceedings | ||||||
Authors: | Sudarsana Reddy Kadiri, P. Gangamohan, Suryakanth V Gangashetty, B. Yegnanarayana | ||||||
Abstract: | |||||||
Cognitive loaded speech is produced when a
speaker experiences the load imposed by a cer-
tain task on the cognitive system and it can
be regarded as deviation from neutral speech.
The objective of the present study is to explore
the deviations in the excitation source features
of cognitive loaded speech compared to neu-
tral speech. The excitation source features
considered in this study are, Instantaneous
fundamental frequency (F 0 ), Strength of ex-
citation (SoE), Energy of excitation (EoE)
and Perceived loudness (?). For the extraction
of these excitation source features, two signal
processing techniques are used, namely Zero
frequency filtering (ZFF) and Linear Predic-
tion (LP) analysis. A comparative study of ex-
citation source features across different cogni-
tive loaded speech indicates that there are sig-
nificant deviations in the excitation source fea-
tures of cognitive loaded speech compared to
neutral speech. |