A benchmark comparison of perceptual models for soundscapes on a large-scale augmented soundscape dataset

A benchmark comparison of perceptual models for soundscapes on a large-scale augmented soundscape dataset

Psychoacoustic indicators and spectrogram-based features are standard inputs to perceptual models for soundscape analysis. However, existing models in the soundscape literature are trained on different collections of input parameters and frequently mutually exclusive datasets, which complicates fair...

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Bibliographic Details
Main Authors: Ooi, Kenneth, Watcharasupat, Karn N., Lam, Bhan, Ong, Zhen-Ting, Gan, Woon-Seng
Other Authors: School of Electrical and Electronic Engineering
Format: Conference Paper
Language:English
Published: 2023
Subjects:
Engineering::Electrical and electronic engineering
Soundscape Augmentation
Dataset
Regression
Classification
Deep Neural Networks
Online Access:https://hdl.handle.net/10356/164983
https://www.ica2022korea.org/data/Proceedings_A14.pdf
https://ica2022korea.org/

Internet

https://hdl.handle.net/10356/164983
https://www.ica2022korea.org/data/Proceedings_A14.pdf
https://ica2022korea.org/

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