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Few-Shot Emergency Siren Detection

It is a well-established practice to build a robust system for sound event detection by training supervised deep learning models on large datasets, but audio data collection and labeling are often challenging and require large amounts of effort. This paper proposes a workflow based on few-shot metri...

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Detalles Bibliográficos
Autores principales: Cantarini, Michela, Gabrielli, Leonardo, Squartini, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227471/
https://www.ncbi.nlm.nih.gov/pubmed/35746120
http://dx.doi.org/10.3390/s22124338