TY - GEN
T1 - HMM-based Indonesian speech synthesis system with declarative and question sentences intonation
AU - Cahyaningtyas, Elok
AU - Arifianto, Dhany
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/3/11
Y1 - 2016/3/11
N2 - In this paper, we present a result of HMM-based speech synthesis system applied to Indonesian with prosody information in declarative and question sentences. The purpose is to observe the speech quality of synthesized speech from declarative to question sentences, conversely. Variation is given in kind of sentences and training data amount. We use 44, 72, 116, 450, 929 and 1379 training data. The result were evaluated by objective and subjective test. In objective test using MCD method earn the best score for question sentences with score 4.32 in 450 training data. Then for declarative sentences with score 5.13 in 929 training data. Subjective test with DMOS method obtain naturalness for declarative and question sentences with score 3.53 and 3.36 in 1379 training sentences respectively. The result shows that degradation speech is slightly annoying, it is possibly caused by poor F0 estimates.
AB - In this paper, we present a result of HMM-based speech synthesis system applied to Indonesian with prosody information in declarative and question sentences. The purpose is to observe the speech quality of synthesized speech from declarative to question sentences, conversely. Variation is given in kind of sentences and training data amount. We use 44, 72, 116, 450, 929 and 1379 training data. The result were evaluated by objective and subjective test. In objective test using MCD method earn the best score for question sentences with score 4.32 in 450 training data. Then for declarative sentences with score 5.13 in 929 training data. Subjective test with DMOS method obtain naturalness for declarative and question sentences with score 3.53 and 3.36 in 1379 training sentences respectively. The result shows that degradation speech is slightly annoying, it is possibly caused by poor F0 estimates.
KW - F0
KW - HMM-based speech synthesis system
KW - Indonesian
KW - declarative sentence
KW - question sentence
UR - http://www.scopus.com/inward/record.url?scp=84966644142&partnerID=8YFLogxK
U2 - 10.1109/ISPACS.2015.7432756
DO - 10.1109/ISPACS.2015.7432756
M3 - Conference contribution
AN - SCOPUS:84966644142
T3 - 2015 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2015
SP - 153
EP - 158
BT - 2015 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2015
Y2 - 9 November 2015 through 12 November 2015
ER -