Ensemble of handcrafted and deep features for urban sound classification
Sign Up to like & getrecommendations! Published in 2021 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2020.107819
Abstract: Abstract The urban sound classification has a strong relation with feature extraction. In this paper, we present a compact and effective representation capable of characterizing different urban sounds based on deep and handcrafted features combination.… read more here.
Keywords: sound classification; classification; ensemble handcrafted; urban sound ... See more keywords
Extracting Urban Sound Information for Residential Areas in Smart Cities Using an End-to-End IoT System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3068755
Abstract: With rapid urbanization comes the increase of community, construction, and transportation noise in residential areas. The conventional approach of solely relying on sound pressure-level information to decide on the noise environment and to plan out… read more here.
Keywords: system; residential areas; urban sound; iot system ... See more keywords