bioacoustics 开源项目推荐（369 个）

tphakala /birdnet-go

面向鸟类、蝙蝠及其他野生动物的自托管实时声景分析器。多模型本地 AI 推理，可在 Raspberry Pi 上 24/7 全天候运行。

birdnet-team /BirdNET-Analyzer

BirdNET analyzer for scientific audio data processing.

microsoft /Biodiversity

Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

soundata /soundata

Python library for downloading, loading & working with sound datasets

birdnet-team /BirdNET-V1

Soundscape analysis with BirdNET.

birdnet-team /birdnet

A Python library for identifying bird species by their sounds.

Nitnelav /awesome-acoustic

A list of awesome open-source acoustic packages and resources.

scikit-maad /scikit-maad

Open-source and modular toolbox for quantitative soundscape analysis in Python

Belkins /belkins-birdnet

A live, hand-illustrated collage of the birds outside your window — named by ear. A standalone Belkins build of BirdNET-Pi (CC-BY-NC-SA-4.0).

mbsantiago /whombat

Audio Annotation Tool for ML development

vocalpy /vak

A neural network framework for researchers studying acoustic communication

Mattk70 /Chirpity-Electron

AI powered audio analyser for bird call visualisation, detection and cataloguing

DBD-research-group /BirdSet

A benchmark dataset collection for bird sound classification

bioacoustic-ai /bacpipe

bacpipe (BioAcoustic Pipeline) makes deep learning models in bioacoustics accessible

birdnet-team /birdnet-live-app

Professional bioacoustics in your pocket. Built for field researchers, conservationists, and serious birders.

microsoft /SPARROW

SPARROW — Solar-Powered Acoustic and Remote Recording Observation Watch. An AI-enabled edge device for biodiversity monitoring with camera-trap imaging and bioacoustic recording. By Microsoft AI for Good Lab.

maRce10 /warbleR

streamline acoustic analysis in R

vocalpy /crowsetta

A tool to work with any format for annotating animal sounds

orcasound /orcahello

Real-time AI-assisted killer whale notification system (model and moderator portal) ⭐

Suncuss /BirdNET-PiPy

Real-time bird detection on Raspberry Pi using BirdNET model.