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Pregled bibliografske jedinice broj: 596206

Zbornik radova

Autori: Justin, Tadej; Pobar, Miran; Ipšić, Ivo; Mihelič, France; Žibert, Janez
Naslov: A Bilingual HMM-Based Speech Synthesis System for Closely Related Languages
( A Bilingual HMM-Based Speech Synthesis System for Closely Related Languages )
Izvornik: Text, Speech and Dialogue / Sojka, Petr ; Horák, Aleš ; Kopeček, Ivan ; Pala, Karel (ur.). - Brno : Springer-Verlag Berlin Heidelberg , 2012. 543-550 (ISBN: 978-3-642-32789-6).
ISSN: 0302-9743
Skup: Text, Speech and Dialogue: 15th International Conference TSD 2012
Mjesto i datum: Brno, Češka, 3-7.9.2012.
Ključne riječi: bilingual speech synthesis; HMM speech synthesis; Slovenian synthesis; Croatian synthesis
( bilingual speech synthesis; HMM speech synthesis; Slovenian synthesis; Croatian synthesis )
Sažetak:
In this paper we investigate a bilingual HMM-based speech synthesis developed for Slovenian and Croatian languages. The primary goals of this research are to investigate the performance of an HMM-based synthesis build from two similar languages and to perform a comparison of such synthesis system with standard monolingual speaker-dependent HMM-based synthesis. The bilingual HMM synthesis is built by joining all the speech material from both languages by defining proper mapping of Slovenian and Croatian phonemes and by adapting acoustic models of Slovenian and Croatian speakers. Adapted acoustic models are then served as basic building blocks for speech synthesis in both languages. In such a way we are able to obtain synthesized speech of both languages, but with the same speaker voice. We made the quantitative comparison of such kind of synthesis with monolingual counterparts and study the performance of the synthesis in a relation to the amount of data, which is used for building the synthesis system.
Rad je indeksiran u
bazama podataka:
Scopus
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 318-0361935-0852
Izvorni jezik: eng
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Informacijske i komunikacijske znanosti
Upisao u CROSBI: mpobar@uniri.hr (mpobar@uniri.hr), 2. Lis. 2012. u 15:54 sati



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