- Tytuł:
- An Expert System for Automatic Classification of Sound Signals
- Autorzy:
-
Tyburek, Krzysztof
Kotlarz, Piotr - Powiązania:
- https://bibliotekanauki.pl/articles/307799.pdf
- Data publikacji:
- 2020
- Wydawca:
- Instytut Łączności - Państwowy Instytut Badawczy
- Tematy:
-
audio descriptors
bird species
fuzzy classification of audio signals
MPEG-7
spectral features of sound - Opis:
- In this paper, we present the results of research focusing on methods for recognition/classification of audio signals. We consider the results of the research project to serve as a basis for the main module of a hybrid expert system currently under development. In our earlier studies, we conducted research on the effectiveness of three classifiers: fuzzy classifier, neural classifier and WEKA system for reference data. In this project, a particular emphasis was placed on fine-tuning the fuzzy classifier model and on identifying neural classifier applications, taking into account new neural networks that we have not studied so far in connection with sounds classification methods.
- Źródło:
-
Journal of Telecommunications and Information Technology; 2020, 2; 86-90
1509-4553
1899-8852 - Pojawia się w:
- Journal of Telecommunications and Information Technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł