Estonian isolated-word text-to-speech synthesiser

Indrek Kiissel, Liisi Piits, Heete Sahkai, Indrek Hein, Liis Ermus, Meelis Mihkla


Abstract
This paper presents the development and evaluation of an Estonian isolated-word text-to-speech (TTS) synthesiser. Unlike conventional TTS systems that convert continuous text into speech, this system focuses on the synthesis of isolated words, which is crucial for applications such as pronunciation training, speech therapy, and (learners’) dictionaries. The system addresses two key challenges: generating natural prosody for isolated words and context-free disambiguation of homographs. We conducted a perception test to evaluate the performance of the TTS system in terms of pronunciation accuracy. We used 16 pairs of homographs that differ in palatalisation and 16 pairs of homographs that differ in quantity. Given that all the test items were correctly recognised by a majority of the evaluators, the performance of the synthesiser can be considered very good.
Anthology ID:
2025.nodalida-1.32
Volume:
Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025)
Month:
march
Year:
2025
Address:
Tallinn, Estonia
Editors:
Richard Johansson, Sara Stymne
Venue:
NoDaLiDa
SIG:
Publisher:
University of Tartu Library
Note:
Pages:
302–306
Language:
URL:
https://preview.aclanthology.org/fix-sig-urls/2025.nodalida-1.32/
DOI:
Bibkey:
Cite (ACL):
Indrek Kiissel, Liisi Piits, Heete Sahkai, Indrek Hein, Liis Ermus, and Meelis Mihkla. 2025. Estonian isolated-word text-to-speech synthesiser. In Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025), pages 302–306, Tallinn, Estonia. University of Tartu Library.
Cite (Informal):
Estonian isolated-word text-to-speech synthesiser (Kiissel et al., NoDaLiDa 2025)
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PDF:
https://preview.aclanthology.org/fix-sig-urls/2025.nodalida-1.32.pdf