DocumentCode
144654
Title
Integrating Rule and Template-Based Approaches to Prosody Generation for Emotional BODO Speech Synthesis
Author
Thakuria, Laba Kr ; Acharjee, Partha ; Das, Aruneema ; Thakdar, P.H.
Author_Institution
Dept. of Instrum. & USIC, Gauhati Univ., Gauhati, India
fYear
2014
fDate
7-9 April 2014
Firstpage
939
Lastpage
943
Abstract
This research paper represents a hybrid technique to improve the quality of the rule-based approach to generate prosody for Bodo speech synthesis by integrating prosody parametric manipulation with template parametric manipulation to increase the intonation variability of the synthesized output. Prosody means the rhythmic and intonation aspects of a spoken language. Prosody is also the combination of pitch, intensity and duration. In our normal speech, prosodic characters can be evaluated to express different emotions. Generally prosodic characters of neutral synthesized speech are evaluated to express the four basic emotions. We have considered happiness, anger, sadness and fear. Through this concept we are going to represent a methodology to express and evaluate the effect of the output to produce the accurate prosody of Bodo speech to confirm the perception tests. The correlation between acoustic features and emotion in Bodo speech are ascertained by the analysis of the database of Bodo speech.
Keywords
emotion recognition; natural language processing; speech synthesis; acoustic features; anger; duration; emotion; emotional Bodo speech synthesis; fear; happiness; intensity; intonation variability; perception tests; pitch; prosody generation; prosody parametric manipulation; rule-based approach; sadness; spoken language intonation aspect; spoken language rhythmic aspect; template parametric manipulation; template-based approach; Accuracy; Databases; Emotion recognition; Feature extraction; Speech; Speech recognition; Synthesizers; Bodo; Emotion synthesis; PPM; TPM; rule based approach;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
Conference_Location
Bhopal
Print_ISBN
978-1-4799-3069-2
Type
conf
DOI
10.1109/CSNT.2014.193
Filename
6821538
Link To Document