Abstract
In this paper we describe an approach to create automatic speech recognition systems for the Tatar language. We developed speech analysis platform to work with under-resourced languages and used this tool to create baseline speech recognition system. Additionally, some changes have been made to this language-independent system to take into account specific Tatar morphological structure. The resulting adapted system showed 75% accuracy on testing audio records.
References
- [1] Lewis, M. Paul, Gary F. Simons, Charles D. Fennig (eds.). “Ethnologue: Languages of the World”, Dallas, Texas: SIL International, 2013.
- [2] Khusainov A.F. “Automatic phoneme recognition system for the Tatar language”. In: The 1st International Conference “TurkLang”, Astana, 2013, pp 211–217.
- [3] Young S., Kershaw D., Odell J., Ollason D., Valtchev V., Woodland Ph. The HTK Book [Electronic resource]. URL: http://nesl.ee.ucla.edu/projects/ibadge/docs/AS R/htk/htkbook.pdf.
- [4] Kurimo M, Puurula A., Arisoy E., Alumae T., Saraclar M.. “Unlimited vocabulary speech recognition for agglutinative languages”. In: HLT-NAACL, NY, USA, 2006, pp 487–494
Abstract
References
- [1] Lewis, M. Paul, Gary F. Simons, Charles D. Fennig (eds.). “Ethnologue: Languages of the World”, Dallas, Texas: SIL International, 2013.
- [2] Khusainov A.F. “Automatic phoneme recognition system for the Tatar language”. In: The 1st International Conference “TurkLang”, Astana, 2013, pp 211–217.
- [3] Young S., Kershaw D., Odell J., Ollason D., Valtchev V., Woodland Ph. The HTK Book [Electronic resource]. URL: http://nesl.ee.ucla.edu/projects/ibadge/docs/AS R/htk/htkbook.pdf.
- [4] Kurimo M, Puurula A., Arisoy E., Alumae T., Saraclar M.. “Unlimited vocabulary speech recognition for agglutinative languages”. In: HLT-NAACL, NY, USA, 2006, pp 487–494
Details
| Other ID | JA37MG64CJ |
|---|---|
| Journal Section | Makaleler(Araştırma) |
| Authors | |
| Publication Date | November 2, 2014 |
| Published in Issue | Year 2014 Volume: 7 Issue: 1 |
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