Generalization in birdsong classification: impact of transfer learning
methods and dataset characteristics

Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics

21 September 2024

Vincent J. Kalkman

Willem-Pier Vellinga

Dan Stowell

Papers citing "Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics"

4 / 4 papers shown

Title
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors Vincent S. Kather Burooj Ghani Dan Stowell 26 0 0 09 Apr 2025
A Bird Song Detector for improving bird identification through Deep Learning: a case study from Doñana Alba Márquez-Rodríguez Miguel Ángel Mohedano-Munoz Manuel J. Marín-Jiménez Eduardo Santamaría-García Giulia Bastianelli Pedro Jordano Irene Mendoza 49 0 0 19 Mar 2025
InsectSet459: an open dataset of insect sounds for bioacoustic machine learning Marius Faiß Burooj Ghani Dan Stowell 43 0 0 19 Mar 2025
Multi-Year-to-Decadal Temperature Prediction using a Machine Learning Model-Analog Framework M. A. Fernandez Elizabeth A. Barnes AI4Cl AI4CE 38 0 0 24 Feb 2025