Rainfall observation using surveillance audio
X Wang, M Wang, X Liu, T Glade, M Chen, Y **e… - Applied Acoustics, 2022 - Elsevier
Environmental audio recordings are a rich and underexploited source of rainfall events.
Widespread surveillance cameras continuously record rainfall information, which provides a …
Widespread surveillance cameras continuously record rainfall information, which provides a …
Surveillance audio-based rainfall observation: An enhanced strategy for extreme rainfall observation
The increased frequency of extreme rainfall events (EREs) causing disastrous effects on
society has become an indisputable fact in recent years. The weak performance of the …
society has become an indisputable fact in recent years. The weak performance of the …
Estimating rainfall from surveillance audio based on parallel network with multi-scale fusion and attention mechanism
M Chen, X Wang, M Wang, X Liu, Y Wu, X Wang - Remote Sensing, 2022 - mdpi.com
Rainfall data have a profound significance for meteorology, climatology, hydrology, and
environmental sciences. However, existing rainfall observation methods (including ground …
environmental sciences. However, existing rainfall observation methods (including ground …
Improving target sound extraction with timestamp information
Target sound extraction (TSE) aims to extract the sound part of a target sound event class
from a mixture audio with multiple sound events. The previous works mainly focus on the …
from a mixture audio with multiple sound events. The previous works mainly focus on the …
Detect what you want: Target sound detection
Human beings can perceive a target sound type from a multi-source mixture signal by the
selective auditory attention, however, such functionality was hardly ever explored in …
selective auditory attention, however, such functionality was hardly ever explored in …
Light Gated Multi Mini-Patch Extractor for Audio Classification
Audio classification, which serves as a fundamental step for acoustic signal processing, has
attracted a lot of researchers interest, and numerous audio classification neural networks …
attracted a lot of researchers interest, and numerous audio classification neural networks …
Impact of pixel scaling on classification accuracy of dermatological skin disease detection
AA Adeyemo, SA Bashir… - 2020 IEEE 2nd …, 2021 - ieeexplore.ieee.org
Images are made up of many features on which the performance of the system used in
processing them depends. Image pixel values are one of such important features which are …
processing them depends. Image pixel values are one of such important features which are …
A framework for data-driven solutions with covid-19 illustrations
Data–driven solutions have long been keenly sought after as tools for driving the world's fast
changing business environment, with business leaders seeking to enhance decision making …
changing business environment, with business leaders seeking to enhance decision making …
[PDF][PDF] Machine Learning for Human Activity Detection in Smart Homes
A Vafeiadis - 2020 - core.ac.uk
Recognizing human activities in domestic environments from audio and active power
consumption sensors is a challenging task since on the one hand, environmental sound …
consumption sensors is a challenging task since on the one hand, environmental sound …
Speech data preprocessing for detection of depression based on 2D-CNN
JH Park, NM Moon - … of the Korea Information Processing Society …, 2021 - koreascience.kr
세계보건기구 (WHO) 에 따르면 전 세계적으로 우울증 장애를 앓고 있는 사람이 3 억 2,200
만명에 달하며, 매년마다 빠르게 늘어나는 환자로 인해 전세계적으로 문제가 되고 있다. 이에 …
만명에 달하며, 매년마다 빠르게 늘어나는 환자로 인해 전세계적으로 문제가 되고 있다. 이에 …