Sound source classification for soundscape analysis using fast third-octave bands data from an urban acoustic sensor network
The exploration of the soundscape relies strongly on the characterization of the sound
sources in the sound environment. Novel sound source classifiers, called pre-trained audio …
sources in the sound environment. Novel sound source classifiers, called pre-trained audio …
Machine listening in a neonatal intensive care unit
M Tailleur, V Lostanlen, JP Rivière… - arXiv preprint arXiv …, 2024 - arxiv.org
Oxygenators, alarm devices, and footsteps are some of the most common sound sources in
a hospital. Detecting them has scientific value for environmental psychology but comes with …
a hospital. Detecting them has scientific value for environmental psychology but comes with …
Urban Sound Classification using VGG19 Convolutional Neural Network (CNN) Model and its Visualisation
M Agarwal, KS Gill, P Aggarwal… - 2024 4th International …, 2024 - ieeexplore.ieee.org
This research aims to categorize urban noise effectively through the application of a VGG19
Convolutional Neural Network (CNN) model, a robust deep learning framework designed for …
Convolutional Neural Network (CNN) model, a robust deep learning framework designed for …
Analysis of representation and generalization capabilities of pre-trained audio models in urban environments
D Atzeni, E Vidaña-Vila… - INTER-NOISE and …, 2024 - ingentaconnect.com
In the last decade, urban noise pollution has become a significant environmental concern
that can be mitigated with the help of audio detection algorithms for classifying different …
that can be mitigated with the help of audio detection algorithms for classifying different …
Classification of Urban Sound using Sequential Convolutional Neural Network (CNN) Model and its Visualisation
M Agarwal, KS Gill, S Chattopadhyay… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The primary objective of this research is to classify urban noise using a Sequential
Convolutional Neural Network (CNN) model, a robust deep learning framework for …
Convolutional Neural Network (CNN) model, a robust deep learning framework for …
Towards better visualizations of urban sound environments: insights from interviews
Urban noise maps and noise visualizations traditionally provide macroscopic
representations of noise levels across cities. However, those representations fail at …
representations of noise levels across cities. However, those representations fail at …
Characterizing urban acoustic environments by clustering sensor node measurements
D Botteldooren, N De Poortere… - INTER-NOISE and …, 2024 - ingentaconnect.com
Equivalent sound pressure levels have been widely used to assess the impact of the sonic
environment on persons. At the same time, it has been demonstrated that sound sensor …
environment on persons. At the same time, it has been demonstrated that sound sensor …
[PDF][PDF] RECONOCIMIENTO DE FUENTES A PARTIR DE MEDIDAS SONOMÉTRICAS PARA EL ANÁLISIS DE PAISAJES SONOROS
La medida sonométrica estándar (IEC 61672-1) proporciona espectrogramas en bandas de
tercio de octava con una ventana cada 1 s (lento) y 125 ms (rápido). Esta medida se utiliza a …
tercio de octava con una ventana cada 1 s (lento) y 125 ms (rápido). Esta medida se utiliza a …