Summary of the paper
| Title | Building Text-to-Speech Systems for Resource Poor Languages |
|---|---|
| Authors | Nur-Hana Samsudin and Mark Lee |
| Abstract | This paper describes research on building text-to-speech synthesis systems (TTS) for resource poor languages using available resources from other languages and describes our general approach to building cross-linguistic polyglot TTS. Our approach involves three main steps: language clustering, grapheme to phoneme mapping and prosody modelling. We have tested the mapping of phonemes from German to English and from Indonesian to Spanish. We have also constructed three prosody representations for different language characteristics. For evaluation we have developed an English TTS based on German data, and a Spanish TTS based on Indonesian data and compared their performance against pre-existing monolingual TTSs. Since our motivation is to develop speech synthesis for resource poor languages, we have also developed three TTS for Iban, an Austronesian language with practically no available language resources, using Malay, Indonesian and Spanish resources. |
| Topics | Multilinguality, Speech Synthesis, Phonetic Databases, Phonology |
Full paper  |
Building Text-to-Speech Systems for Resource Poor Languages |
| Bibtex | @InProceedings{SAMSUDIN12.1070, author = {Nur-Hana Samsudin and Mark Lee}, title = {Building Text-to-Speech Systems for Resource Poor Languages}, booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)}, year = {2012}, month = {may}, date = {23-25}, address = {Istanbul, Turkey}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, publisher = {European Language Resources Association (ELRA)}, isbn = {978-2-9517408-7-7}, language = {english} } |