Automatic acoustic detection of birds through deep learning: the first Bird Audio Detection challenge

16 July 2018

Papers citing "Automatic acoustic detection of birds through deep learning: the first Bird Audio Detection challenge"

50 / 57 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
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML Kong Ka Hing Mehran Behjati 37 0 0 03 Apr 2025
LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices Cynthia Dong Hong Jia Young D. Kwon Georgios Rizos Cecilia Mascolo MQ 71 0 0 20 Mar 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
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 90 0 0 16 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
TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors Zhaolan Huang Adrien Tousnakhoff Polina Kozyr Roman Rehausen Felix Biessmann Robert Lachlan C. Adjih Emmanuel Baccelli 42 1 0 31 Jul 2024
Scaling-laws for Large Time-series Models Thomas D. P. Edwards James Alvey Justin Alsing Nam H. Nguyen Benjamin Dan Wandelt AI4TS AIFin 41 7 0 22 May 2024
AudioProtoPNet: An interpretable deep learning model for bird sound classification René Heinrich Bernhard Sick Christoph Scholz 22 2 0 16 Apr 2024
Identification and Uses of Deep Learning Backbones via Pattern Mining Michael J. Livanos Ian Davidson 24 0 0 27 Mar 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network Yuhang He Zhuangzhuang Dai Long Chen Niki Trigoni Andrew Markham 31 0 0 26 Dec 2023
Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning Ilyass Moummad Romain Serizel Nicolas Farrugia 36 2 0 02 Sep 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classification Burooj Ghani Tom Denton Stefan Kahl Holger Klinck 29 50 0 12 Jul 2023
Learning to detect an animal sound from five examples I. Nolasco Shubhr Singh V. Morfi Vincent Lostanlen A. Strandburg-Peshkin ... Michael G. Emmerson E. Versace E. Grout Haohe Liu D. Stowell 48 37 0 22 May 2023
UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation Ashish Seth Sreyan Ghosh S. Umesh Dinesh Manocha 27 0 0 10 Mar 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 26 7 0 20 Feb 2023
Detection and classification of vocal productions in large scale audio recordings Guillem Bonafos Pierre Pudlo Jean-Marc Freyermuth T. Legou J. Fagot Samuel Tronccon Arnaud Rey AI4TS 21 1 0 14 Feb 2023
NEAL: An open-source tool for audio annotation A. Gibbons I. Donohue Courtney E. Gorman Emma King Andrew C. Parnell 13 3 0 02 Dec 2022
SLICER: Learning universal audio representations using low-resource self-supervised pre-training Ashish Seth Sreyan Ghosh S. Umesh Tianyi Zhou SSL 36 3 0 02 Nov 2022
Introducing topography in convolutional neural networks Maxime Poli Emmanuel Dupoux Rachid Riad 31 0 0 28 Oct 2022
Propagating Variational Model Uncertainty for Bioacoustic Call Label Smoothing Georgios Rizos J. Lawson Simon Mitchell Pranay Shah Xin Wen Cristina Banks‐Leite R. Ewers Bjoern W. Schuller UQCV 18 2 0 19 Oct 2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset Grant Van Horn Rui Qian Kimberly Wilber Hartwig Adam Oisin Mac Aodha Serge Belongie 31 10 0 21 Jul 2022
Polyphonic sound event detection for highly dense birdsong scenes Alberto García Arroba Parrilla D. Stowell 11 3 0 13 Jul 2022
Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset Juan Gómez-Gómez Ester Vidaña-Vila Xavier Sevillano 22 7 0 12 Jul 2022
Recognition of Unseen Bird Species by Learning from Field Guides Andrés C. Rodríguez Stefano Dáronco Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 25 1 0 03 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 354 0 21 May 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit Hui Zhang Tian Yuan Junkun Chen Xintong Li Renjie Zheng ... Zeyu Chen Xiaoguang Hu Dianhai Yu Yanjun Ma Liang Huang AuLLM 38 24 0 20 May 2022
The AI Mechanic: Acoustic Vehicle Characterization Neural Networks Adam M. Terwilliger J. Siegel 22 2 0 19 May 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 47 127 0 11 Apr 2022
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Sreyan Ghosh Ashish Seth and Deepak Mittal Maneesh Singh S. Umesh SSL 27 6 0 25 Mar 2022
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet Björn W. Schuller Ali Akman Yi-Fen Chang H. Coppock Alexander Gebhard Alexander Kathan Esther Rituerto-González Andreas Triantafyllopoulos Florian B. Pokorny 38 1 0 10 Mar 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation Michele Mancusi Nicola Zonca Emanuele Rodolà Silvia Zuffi 21 2 0 13 Jan 2022
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 32 235 0 13 Dec 2021
Classification of animal sounds in a hyperdiverse rainforest using Convolutional Neural Networks Yuren Sun Tatiana Midori Maeda Claudia R. Solís-Lemus Daniel L. Pimentel-Alarcón Z. Buřivalová 16 18 0 29 Nov 2021
Towards Learning Universal Audio Representations Luyu Wang Pauline Luc Yan Wu Adrià Recasens Lucas Smaira ... Andrew Jaegle Jean-Baptiste Alayrac Sander Dieleman João Carreira Aaron van den Oord SSL 32 68 0 23 Nov 2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation D. Tuia B. Kellenberger Sara Beery Blair R. Costelloe Silvia Zuffi ... I. Couzin Grant Van Horn M. Crofoot Chuck Stewart T. Berger-Wolf 33 392 0 25 Oct 2021
DECAR: Deep Clustering for learning general-purpose Audio Representations Sreyan Ghosh Sandesh V Katta Ashish Seth S. Umesh SSL 36 12 0 17 Oct 2021
Wind-robust sound event detection and denoising for bioacoustics Julius Juodakis S. Marsland 14 13 0 11 Oct 2021
An Investigation of the Effectiveness of Phase for Audio Classification Shunsuke Hidaka Kohei Wakamiya T. Kaburagi 23 4 0 06 Oct 2021
Recognizing bird species in diverse soundscapes under weak supervision Christof Henkel Pascal Pfeiffer Philipp Singer 35 14 0 16 Jul 2021
Federated Self-Training for Semi-Supervised Audio Recognition Vasileios Tsouvalas Aaqib Saeed T. Ozcelebi FedML 42 15 0 14 Jul 2021
Compensating class imbalance for acoustic chimpanzee detection with convolutional recurrent neural networks Franz Anders Ammie K. Kalan H. Kühl M. Fuchs 21 11 0 26 May 2021
Multimodal Self-Supervised Learning of General Audio Representations Luyu Wang Pauline Luc Adrià Recasens Jean-Baptiste Alayrac Aaron van den Oord SSL 78 41 0 26 Apr 2021
Detection of Audio-Video Synchronization Errors Via Event Detection Joshua Peter Ebenezer Yongjun Wu Hai Wei S. Sethuraman Z. Liu 37 12 0 20 Apr 2021
CNN-based Discriminative Training for Domain Compensation in Acoustic Event Detection with Frame-wise Classifier Tiantian Tang Xinyuan Zhou Yanhua Long Yijie Li Jiaen Liang 18 3 0 26 Mar 2021
Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning C. Chalmers Paul Fergus Serge Wich Steven Longmore 13 18 0 12 Mar 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 85 144 0 21 Jan 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 106 1,386 0 14 Dec 2020
Contrastive Learning of General-Purpose Audio Representations Aaqib Saeed David Grangier Neil Zeghidour VLM SSL 24 262 0 21 Oct 2020