Global birdsong embeddings enable superior transfer learning for
bioacoustic classification

Global birdsong embeddings enable superior transfer learning for bioacoustic classification

12 July 2023

Papers citing "Global birdsong embeddings enable superior transfer learning for bioacoustic classification"

9 / 9 papers shown

Title
An Automated Pipeline for Few-Shot Bird Call Classification: A Case Study with the Tooth-Billed Pigeon Abhishek Jana Moeumu Uili James Atherton Mark O'Brien Joe Wood Leandra Brickson 47 0 0 22 Apr 2025
Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning Runwu Shi Katsutoshi Itoyama K. Nakadai SSL DRL 39 1 0 31 Dec 2024
Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics Burooj Ghani Vincent J. Kalkman Bob Planqué Willem-Pier Vellinga L. Gill Dan Stowell VLM 32 5 0 21 Sep 2024
Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition H. Ghaffari Paul Devos 37 0 0 26 Apr 2024
Self-Supervised Learning for Few-Shot Bird Sound Classification Ilyass Moummad Romain Serizel Nicolas Farrugia SSL 15 9 0 25 Dec 2023
BEANS: The Benchmark of Animal Sounds Masato Hagiwara Benjamin Hoffman Jen-Yu Liu M. Cusimano Felix Effenberger Katie Zacarian 48 26 0 21 Oct 2022
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 104 144 0 02 Feb 2021
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 92 544 0 16 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017