Acoustic Scene Classification With Squeeze-Excitation Residual Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3002761
Abstract: Acoustic scene classification (ASC) is a problem related to the field of machine listening whose objective is to classify/tag an audio clip in a predefined label describing a scene location (e. g. park, airport, etc.).… read more here.
Keywords: scene; classification; squeeze excitation; acoustic scene ... See more keywords
Knowledge Distillation in Acoustic Scene Classification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3021711
Abstract: Common acoustic properties that different classes share degrades the performance of acoustic scene classification systems. This results in a phenomenon where a few confusing pairs of acoustic scenes dominate a significant proportion of all misclassified… read more here.
Keywords: acoustic scene; scene classification; knowledge; classification ... See more keywords
A Weighted Partial Domain Adaptation for Acoustic Scene Classification and Its Application in Fiber Optic Security System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3044153
Abstract: Domain adaptation (DA) is a technology that transfers knowledge from the source domain to the target domain. General domain adaptation assume that the source and the target domain have the same label space. However, in… read more here.
Keywords: domain adaptation; acoustic scene; weighted partial; partial domain ... See more keywords