Browsing by Keywords "Sound classification"
Now showing items 1-2 of 2
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An approach based on sound classification to predict soundscape perception through machine learning
(Bilkent University, 2021-06)A growing amount of literature and a series of ISO standards focus on concept, data collection, and data analysis methods of soundscapes. Yet, this field of research still lacks predictive models. We hypothesize that machine ... -
Time-scale wavelet scattering using hyperbolic tangent function for vessel sound classification
(IEEE, 2017-08-09)We introduce a time-frequency scattering method using hyperbolic tangent function for vessel sound classification. The sound data is wavelet transformed using a two channel filter-bank and filter-bank outputs are scattered ...
