DocumentCode
1864913
Title
Conversion of neutral speech to storytelling style speech
Author
Verma, Rashmi ; Sarkar, Parakrant ; Rao, K. Sreenivasa
Author_Institution
Sch. of Inf. Technol., Indian Inst. Technol., Kharagpur, India
fYear
2015
fDate
4-7 Jan. 2015
Firstpage
1
Lastpage
6
Abstract
Speech is the most basic and widely used method for communication. There is a growing need for an expressive speech synthesis especially, when human want to communicate with robots and computers. In this paper, prosody rule-sets are designed to convert neutral to storytelling style speech for Hindi language. In order to generate a storyteller speech from a neutral speech, modification in various prosodic parameters such as pitch, intensity, duration, tempo and pauses are considered. For each of the above mentioned prosodic parameters rules are developed separately for story-specific emotions (such as sad, anger, fear, surprise and neutral). Theses rules are designed by performing analysis on stories collected from a professional storyteller. In this work, modification are done both at phrase and sentence-level. These rules are derived for both male and female speakers. Subjective tests are conducted to evaluate the quality of the generated storytelling style speech. Also, influence of speaker characteristics on neutral to story speech conversion are analysed.
Keywords
natural language processing; speech processing; Hindi language; duration; intensity; neutral speech conversion; pauses; pitch; professional storyteller; prosodic parameters; prosody rule-sets; story-specific emotions; storytelling style speech; tempo; Educational institutions; Emotion recognition; Information technology; Speech; Speech recognition; Speech synthesis; Content Word; Expressive Speech; Intensity; Neutral speech; Pitch; Prosodic Parameters; Prosody Rule-set; Story-specific Emotions; Storyteller Style Speech; Tempo;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Pattern Recognition (ICAPR), 2015 Eighth International Conference on
Conference_Location
Kolkata
Type
conf
DOI
10.1109/ICAPR.2015.7050705
Filename
7050705
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