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Ivan B. Campos

2 accepted papers

2024

Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning

IJCAI 2024poster

Passive Acoustic Monitoring (PAM) has become a key technology in wildlife monitoring, generating large amounts of acoustic data. However, the effective application of machine learning methods for sound event detection in PAM datasets is highly dependent on the accessibility of annotated data, a proc…

Cited by 3SourcePDFScholar
2023

Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves

IJCAI 2023poster

Biodiversity loss is taking place at accelerated rates globally, and a business-as-usual trajectory will lead to missing internationally established conservation goals. Biosphere reserves are sites designed to be of global significance in terms of both the biodiversity within them and their potentia…

Cited by 9SourcePDFScholar