Cover Image

Automated Bioacoustic Monitoring for South African Bird Species on Unlabeled Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Doell, Michael, Kuehn, Dominik, Suessle, Vanessa, Burnett, Matthew J., Downs, Colleen T., Weinmann, Andreas, Hergenroether, Elke
Format:	Preprint
Published:	2024
Subjects:	Sound Computer Vision and Pattern Recognition Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025
by: Miyaguchi, Anthony, et al.
Published: (2025)

Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment
by: Hou, Yuanbo, et al.
Published: (2025)

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024)

Robust Bioacoustic Detection via Richly Labelled Synthetic Soundscape Augmentation
by: Soltero, Kaspar, et al.
Published: (2025)

Cross-Dialect Bird Species Recognition with Dialect-Calibrated Augmentation
by: Ding, Jiani, et al.
Published: (2025)

Towards High-Fidelity and Controllable Bioacoustic Generation via Enhanced Diffusion Learning
by: Song, Tianyu, et al.
Published: (2025)

Few-Shot Bioacoustic Event Detection with Frame-Level Embedding Learning System
by: Zhao, PengYuan, et al.
Published: (2024)

Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition
by: Torabi, Yasaman, et al.
Published: (2025)

BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications
by: Guimarães, Heitor R., et al.
Published: (2026)

DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition
by: Jing, Xin, et al.
Published: (2024)

Adaptive Learning via a Negative Selection Strategy for Few-Shot Bioacoustic Event Detection
by: Chen, Yaxiong, et al.
Published: (2024)

SEABAD: A Tropical Bird Activity Detection Dataset for Passive Acoustic Monitoring
by: Zabidi, Muhammad Mun'im Ahmad, et al.
Published: (2026)

Towards Deep Active Learning in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024)

Perch 2.0: The Bittern Lesson for Bioacoustics
by: van Merriënboer, Bart, et al.
Published: (2025)

All Thresholds Barred: Direct Estimation of Call Density in Bioacoustic Data
by: Navine, Amanda K., et al.
Published: (2024)

Sound Field Reconstruction Using a Compact Acoustics-informed Neural Network
by: Ma, Fei, et al.
Published: (2024)

CNN Based Flank Predictor for Quadruped Animal Species
by: Suessle, Vanessa, et al.
Published: (2024)

Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions
by: Fujimura, Takuya, et al.
Published: (2024)

Lightweight Hopfield Neural Networks for Bioacoustic Detection and Call Monitoring of Captive Primates
by: Lomas, Wendy, et al.
Published: (2025)

Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection
by: Moummad, Ilyass, et al.
Published: (2023)

Big Data Approaches to Bovine Bioacoustics: A FAIR-Compliant Dataset and Scalable ML Framework for Precision Livestock Welfare
by: Kate, Mayuri, et al.
Published: (2025)

Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning
by: Lindholm, Richard, et al.
Published: (2025)

Improving Anomalous Sound Detection through Pseudo-anomalous Set Selection and Pseudo-label Utilization under Unlabeled Conditions
by: Kuroyanagi, Ibuki, et al.
Published: (2025)

Domain-Invariant Representation Learning of Bird Sounds
by: Moummad, Ilyass, et al.
Published: (2024)

Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
by: Dineley, Judith, et al.
Published: (2023)

Multi-Representation Attention Framework for Underwater Bioacoustic Denoising and Recognition
by: Razig, Amine, et al.
Published: (2025)

Vision Transformer Segmentation for Visual Bird Sound Denoising
by: Kumar, Sahil, et al.
Published: (2024)

Foundation Models for Bioacoustics -- a Comparative Review
by: Schwinger, Raphael, et al.
Published: (2025)

ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For Birds
by: Chaudhuri, Yashwardhan, et al.
Published: (2024)

Target Speaker ASR with Whisper
by: Polok, Alexander, et al.
Published: (2024)

Weakly Supervised Detection and Temporal Localization of Whale Calls in Long-Duration Bioacoustic Data
by: Nihal, Ragib Amin, et al.
Published: (2025)

Automatic acoustic detection of birds through deep learning: the first Bird Audio Detection challenge
by: Stowell, Dan, et al.
Published: (2018)

Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024
by: Miyaguchi, Anthony, et al.
Published: (2024)

Unsupervised Speech Enhancement using Data-defined Priors
by: Klement, Dominik, et al.
Published: (2025)

Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas
by: Lam, Bhan, et al.
Published: (2024)

Denoising of photogrammetric dummy head ear point clouds for individual Head-Related Transfer Functions computation
by: Di Giusto, Fabio, et al.
Published: (2024)

Temporal Feature Learning in Weakly Labelled Bioacoustic Cetacean Datasets via a Variational Autoencoder and Temporal Convolutional Network: An Interdisciplinary Approach
by: Fonollosa, Laia Garrobé, et al.
Published: (2024)

NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
by: Robinson, David, et al.
Published: (2024)

Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks
by: Wagner, Dominik, et al.
Published: (2023)

Data-driven Joint Detection and Localization of Acoustic Reflectors
by: Bicer, H. Nazim, et al.
Published: (2024)