- Tytuł:
- Voice recognition through the use of Gabor transform and heuristic algorithm
- Autorzy:
-
Woźniak, M.
Połap, D. - Powiązania:
- https://bibliotekanauki.pl/articles/226687.pdf
- Data publikacji:
- 2017
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
neural networks
voice recognition
Gabor transform
heuristic algorithm
swarm - Opis:
- Increasingly popular use of verification methods based on specific characteristics of people like eyeball, fingerprint or voice makes inventing more accurate and irrefutable methods of that urgent. In this work we present voice verification based on Gabor transformation. Proposed approach involves creation of spectrogram, which serves as a habitat for the population in selected heuristic algorithm. The use of heuristic allows for feature extraction to enable identity verification using classical neural network. The results of the research are presented and discussed to show efficiency of the proposed methodology.
- Źródło:
-
International Journal of Electronics and Telecommunications; 2017, 63, 2; 159-164
2300-1933 - Pojawia się w:
- International Journal of Electronics and Telecommunications
- Dostawca treści:
- Biblioteka Nauki
Artykuł