BioAcoustic Collection Pipeline

CNN-based singing voice detection experiments

Checks if IPT resources meet the OBIS guidelines

This repository contains Jupyter notebooks developed by the passive acoustic community for the SoundCoop project.

A benchmark dataset collection for bird sound classification

Efficient Training of Audio Transformers with Patchout

Web application for ecoacoustics to manage, navigate, visualise, annotate, and analyse soundscape recordings.

scalable audio processing framework and server written in Python

Official code of ElasticAST (Interspeech 2024 paper)

Create powerful Hydra applications without the yaml files and boilerplate code.

Kodu is an autonomous coding agent that lives in your IDE. It is a VSCode extension that can help you build your dream project step by step by leveraging the latest technologies in automated coding…

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

AI-based fish detection and classification algorithm based on YOLOv8

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Teaching resource: introduction to bioacoustics

Code to analyse population differences in storm petrel purring calls

Pre-trained models for bioacoustic classification tasks

Script for retrieving images and annotations (for all or only certain labels) from a COCO format dataset, and convert them to a YOLOv8 format dataset. The newly generated dataset can be used with U…

Ultralytics YOLO11 🚀

Use an image classifier to predict audio file labels.

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Python package to monitor the power consumption of any algorithm

HMMs in PyTorch

BEANS: The Benchmark of Animal Sounds

thebeat: Rhythms in Python for science

Python logging made (stupidly) simple