Random regression forests for acoustic event detection and classification

H Phan, M Maaß, R Mazur… - IEEE/ACM Transactions …, 2014 - ieeexplore.ieee.org
Despite the success of the automatic speech recognition framework in its own application
field, its adaptation to the problem of acoustic event detection has resulted in limited …

Assessing the Acoustic Noise in Intensive Care Units via Deep Learning Technique

AQJ Althahab, B Vuksanovic, M Al-Mosawi, H Ma - Acoustics Australia, 2024 - Springer
Intensive care unit (ICU) noise is a critical and often overlooked issue, impacting patient
recovery and healthcare staff well-being. Existing research primarily relies on costly sound …

A knowledge-based approach to automatic detection of equipment alarm sounds in a neonatal intensive care unit environment

G Raboshchuk, C Nadeu, P Jančovič… - IEEE journal of …, 2017 - ieeexplore.ieee.org
A large number of alarm sounds triggered by biomedical equipment occur frequently in the
noisy environment of a neonatal intensive care unit (NICU) and play a key role in providing …

[PDF][PDF] Automatic detection of equipment alarms in a neonatal intensive care unit environment: a knowledge-based approach.

G Raboshchuk, P Jancovic, C Nadeu, AP Lilja… - …, 2015 - isca-archive.org
Alarm sounds triggered by biomedical equipment play a key role in providing healthcare in a
neonatal intensive care unit (NICU). This paper presents our work on automatic detection of …

Pre-processing techniques for improved detection of vocalization sounds in a neonatal intensive care unit

G Raboshchuk, C Nadeu, SV Pinto, OR Fornells… - … Signal Processing and …, 2018 - Elsevier
The sounds occurring in the noisy acoustical environment of a Neonatal Intensive Care Unit
(NICU) are thought to affect the growth and neurodevelopment of preterm infants. Automatic …

Automatic detection of alarm sounds in a noisy hospital environment using model and non-model based approaches

G Raboshchuk, SG Quintana, AP Lilja… - arXiv preprint arXiv …, 2017 - arxiv.org
In the noisy acoustic environment of a Neonatal Intensive Care Unit (NICU) there is a variety
of alarms, which are frequently triggered by the biomedical equipment. In this paper different …

[PDF][PDF] A Knowledge-Based Approach to Automatic Detection of Equipment Alarm Sounds in a Neonatal Intensive Care Unit Environment

AP LILJA, M KÖKÜER, BM MAHAMUD… - 2017 - core.ac.uk
ABSTRACT A large number of alarm sounds triggered by biomedical equipment occur
frequently in the noisy environment of a neonatal intensive care unit (NICU) and play a key …

[PDF][PDF] Acoustic Alarm Detection Based on Matched Filter and Morphological Tools

S Gomez Quintana - 2015 - upcommons.upc.edu
Alarm Detection Based on Matched Filter and Morphological Tools Page 1 PROJECTE DE FI
DE CARRERA Acoustic Alarm Detection Based on Matched Filter and Morphological Tools …

Audio classification experiments in a neonatal intensive care unit

S Sólvez Pérez - 2014 - upcommons.upc.edu
[ANGLÈS] Newborns delivered at a gestational age of 24-32 weeks commonly have health
problems. The use of a Neonatal Intensive Care Unit (NICU) is, in most of the cases, crucial …