| Title |
Comparison of Lithuanian and Polish consonant phonemes based on acoustic analysis - preliminary results / |
| Authors |
Korvel, Gražina ; Kurasova, Olga ; Kostek, Božena |
| DOI |
10.24425/aoa.2019.129725 |
| Full Text |
|
| Is Part of |
Archives of acoustics.. Warszawa : Polish Academy of Sciences. 2019, vol. 44, iss. 4, p. 693-707.. ISSN 0137-5075. eISSN 2300-262X |
| Keywords [eng] |
acoustic analysis ; consonant phonemes ; acoustic parameters ; machine learning methods |
| Abstract [eng] |
The goal of this research is to find a set of acoustic parameters that are related to differences between Polish and Lithuanian language consonants. In order to identify these differences, an acoustic analysis is performed, and the phoneme sounds are described as the vectors of acoustic parameters. Parameters known from the speech domain as well as those from the music information retrieval area are employed. These parameters are time- and frequency-domain descriptors. English language as an auxiliary language is used in the experiments. In the first part of the experiments, an analysis of Lithuanian and Polish language samples is carried out, features are extracted, and the most discriminating ones are determined. In the second part of the experiments, automatic classification of Lithuanian/English, Polish/English, and Lithuanian/Polish phonemes is performed. |
| Published |
Warszawa : Polish Academy of Sciences |
| Type |
Journal article |
| Language |
English |
| Publication date |
2019 |
| CC license |
|
