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Automatic Evaluation of Synthesized Speech


Martinčić– Ipšić, Sanda; Pobar, Miran; Ipšić, Ivo
Automatic Evaluation of Synthesized Speech // Proceedings of the 31st International Conference on Information Technology Interfaces (ITI 2009) / Luzar-Stiffler, Vesna ; Jarec, I. ; Bekić, Zoran (ur.).
Zagreb: SRCE University Computing Centre, 2009. str. 305-310 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Automatic Evaluation of Synthesized Speech

Autori
Martinčić– Ipšić, Sanda ; Pobar, Miran ; Ipšić, Ivo

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 31st International Conference on Information Technology Interfaces (ITI 2009) / Luzar-Stiffler, Vesna ; Jarec, I. ; Bekić, Zoran - Zagreb : SRCE University Computing Centre, 2009, 305-310

ISBN
978-953-7138-15-8

Skup
31st International Conference on Information Technology Interfaces (31 ; 2009)

Mjesto i datum
Cavtat-Dubrovnik, Hrvatska, 22.-25.06.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Speech synthesis; Hidden Markov Models; diphone speech synthesis; PSOLA; MOS evaluation; ASR

Sažetak
This paper presents the development of a Croatian text-to-speech (TTS) system capable of synthesizing speech from arbitrary text. For speech generation Pitch Synchronous Overlap and Add (PSOLA) and Hidden Markov Models (HMM) based methods were used. The generated Croatian speech was evaluated subjectively by the mean opinion score (MOS) of the 40 evaluators and objectively by the automatic speech recognition (ASR) system. In the paper we propose an evaluation approach which combines objective and subjective evaluation results.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
009-0361935-0852 - Govorne tehnologije (Ivo Ipšić, )

Ustanove
Filozofski fakultet, Rijeka