Abstract
This paper introduces our research efforts of prosody control for so-called paralinguistic information embedded in communicative speech. To specify the output prosody, we employ three-dimensional expressions extracted from 26 impressions using Multi-Dimensional Scaling. Based on a series of our previous studies showing the correlations between impressions and prosody characteristics, we propose an exact computational scheme to obtain communicative F0 using impressions given by input lexicons and the F0 pattern of corresponding reading style speech. Experimental trials have confirmed the effectiveness of the proposed calculation scheme for a set of expressions consisting of lexicons forming impressions. Finally, further advanced problems are discussed to apply the proposed scheme to other expressions.
Original language | English |
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Title of host publication | 5th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2014 - Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 115-119 |
Number of pages | 5 |
ISBN (Electronic) | 9781479972807 |
DOIs | |
Publication status | Published - 2014 Jan 23 |
Event | 5th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2014 - Vietri sul Mare Duration: 2014 Nov 5 → 2014 Nov 7 |
Other
Other | 5th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2014 |
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City | Vietri sul Mare |
Period | 14/11/5 → 14/11/7 |
Keywords
- communicative speech synthesis
- Fundamental frequency cotrol
- impression
- para-linguistics
- speech prosody
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Information Systems
- Signal Processing
Cite this
Communicative F0 generation based on impressions. / Shao, Lu; Greenberg, Yoko; Sagisaka, Yoshinori.
5th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. p. 115-119 7020429.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Communicative F0 generation based on impressions
AU - Shao, Lu
AU - Greenberg, Yoko
AU - Sagisaka, Yoshinori
PY - 2014/1/23
Y1 - 2014/1/23
N2 - This paper introduces our research efforts of prosody control for so-called paralinguistic information embedded in communicative speech. To specify the output prosody, we employ three-dimensional expressions extracted from 26 impressions using Multi-Dimensional Scaling. Based on a series of our previous studies showing the correlations between impressions and prosody characteristics, we propose an exact computational scheme to obtain communicative F0 using impressions given by input lexicons and the F0 pattern of corresponding reading style speech. Experimental trials have confirmed the effectiveness of the proposed calculation scheme for a set of expressions consisting of lexicons forming impressions. Finally, further advanced problems are discussed to apply the proposed scheme to other expressions.
AB - This paper introduces our research efforts of prosody control for so-called paralinguistic information embedded in communicative speech. To specify the output prosody, we employ three-dimensional expressions extracted from 26 impressions using Multi-Dimensional Scaling. Based on a series of our previous studies showing the correlations between impressions and prosody characteristics, we propose an exact computational scheme to obtain communicative F0 using impressions given by input lexicons and the F0 pattern of corresponding reading style speech. Experimental trials have confirmed the effectiveness of the proposed calculation scheme for a set of expressions consisting of lexicons forming impressions. Finally, further advanced problems are discussed to apply the proposed scheme to other expressions.
KW - communicative speech synthesis
KW - Fundamental frequency cotrol
KW - impression
KW - para-linguistics
KW - speech prosody
UR - http://www.scopus.com/inward/record.url?scp=84988274600&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84988274600&partnerID=8YFLogxK
U2 - 10.1109/CogInfoCom.2014.7020429
DO - 10.1109/CogInfoCom.2014.7020429
M3 - Conference contribution
AN - SCOPUS:84988274600
SP - 115
EP - 119
BT - 5th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2014 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
ER -