Abstract:As the total number of birds has declined in the billions over the last 50 years, an accurate method for classifying bird species is necessary for conservation efforts and population monitoring. One promising method is using machine learning models to classify birds by their sounds, which has emerged due to benefits such as being less affected by environmental factors (eg. habitat, time of day), and lower disturbances to bird species during the data collection process, contrary to other processes such as image… Show more
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