most citedImplementing simple spectral denoising for environmental audio recordings

2 citations · 2 across the 3 of their papers we have counts for

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cs.SD2023

Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species

Fábio Felix Dias, Moacir Antonelli Ponti, Mílton Cezar Ribeiro +1

Taking advantage of the structure of large datasets to pre-train Deep Learning models is a promising strategy to decrease the need for supervised data. Self-supervised learning met…

cs.SD2022★ 2 cited

Implementing simple spectral denoising for environmental audio recordings

Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim

This technical report details changes applied to a noise filter to facilitate its application and improve its results. The filter is applied to denoise natural sounds recorded in t…