I am an interdisciplinary researcher investigating how technology can be used to monitor biodiversity, in particular using bioacoustic and ecoacoustic approaches.
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Updated
Oct 5, 2024 - HTML
I am an interdisciplinary researcher investigating how technology can be used to monitor biodiversity, in particular using bioacoustic and ecoacoustic approaches.
BirdNET analyzer for scientific audio data processing.
This is a wrapper for the birdnet Python package for automated bird sound ID
An R package to quantify habitat-induced degradation of (animal) acoustic signals
AI powered audio analyser for bird call visualisation, detection and cataloguing
AST model fine-tuned for bioacoustics
Realtime BirdNET soundscape analyzer
An R package for NSNSD bioacoustics workflows, including functions for using BirdNET and converting to sound pressure levels
Audio Annotation Tool for ML development
Automatic detection of acoustic signals
A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Methods range from DSP based foreground-background separation, cross-correlation based template matching, as well as bird presence sound event detection deep learning models!
A benchmark dataset collection for bird sound classification
Insect sound species classifier -- developed in the Capgemini Global Data Science Challenge 2023 | Biodiversity Buzz | Solution of the team "It is a bug"
Real-time AI-assisted killer whale notification system (model and moderator portal) ⭐
wildrtrax is an R package for environmental sensor data management and analytics
Generates an Audacity label file via ebird's Birdnet
A neural network framework for researchers studying acoustic communication
Application of AI techniques to ecological data
PAM annotation tool that uses ML to retrieve high-priority samples
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