bioacoustics

There are 2 repositories under bioacoustics topic.

kahst / BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
acoustic-monitoring bioacoustics birds birdsong deep-learning
Language:Python 654
kahst / BirdNET
Soundscape analysis with BirdNET.
theano lasagne bioacoustics birds soundscape sound-processing
Language:Python 307
soundata / soundata
Python library for downloading, loading & working with sound datasets
audio python dataset environmental-sound bioacoustics urban-sound
Language:Python 266
scikit-maad
scikit-maad / scikit-maad
Open-source and modular toolbox for quantitative soundscape analysis in Python
acoustic-indices bioacoustics ecoacoustics pattern-recognition signal-processing sound-pressure-level
Language:Python 90
birdnet-go
tphakala / birdnet-go
Realtime BirdNET soundscape analyzer
alpinejs artificial-intelligence audio bioacoustics birdnet birdnet-pi birds birdweather contributions-welcome first-issue go golang help-wanted htmx linux raspberry-pi raspberrypi tailwindcss tensorflow wildlife
Language:Go 90
vocalpy / vak
A neural network framework for researchers studying acoustic communication
python python3 vocalizations speech-processing birdsong torch torchvision pytorch bioacoustics bioacoustic-analysis animal-vocalizations animal-communication spectrograms
Language:Python 69
maRce10 / warbleR
streamline acoustic analysis in R
bioacoustics animal-acoustic-signals streamline-analysis audio-processing spectrogram
Language:R 49
vocalpy / crowsetta
A tool to work with any format for annotating vocalizations
dataset annotation csv python python3 annotation-format birdsong animal-communication animal-vocalizations bioacoustics bioacoustic-analysis
Language:Python 48
shyamblast / Koogu
Koogu is a Python package for developing and using Machine Learning (ML) solutions in Animal Bioacoustics.
bioacoustics classification cnn data-mining detection machine-learning
Language:Python 41
schonkopf / soundscape_IR
Tools of soundscape information retrieval, this repository is a developing project. Please go to https://github.com/meil-brcas-org/soundscape_IR for full releases.
acoustic-diversity audio-visualization bioacoustics ecoacoustics machine-learning soundscape source-separation
Language:Python 40
microsoft / belugasounds
Using machine learning to detect beluga whale calls in hydrophone recordings
aiforearth machine-learning noaa acoustics biodiversity bioacoustics
Language:Python 37
orcasound / aifororcas-livesystem
Real-time AI-assisted killer whale notification system (model and moderator portal) :star:
artificial-intelligence audio-analysis audio-processing bioacoustics deep-learning inference machine-learning marine marine-biology neural-network orcas real-time realtime whales
Language:C# 35
microsoft / Multi_Species_Bioacoustic_Classification
Multi-species bioacoustic classification using deep learning algorithms
aiforearth bioacoustics
Language:Python 33
meil-brcas-org / soundscape_IR
An open toolbox of soundscape information retrieval
acoustic-diversity audio-visualization bioacoustics ecoacoustics machine-learning soundscape source-separation
Language:Python 28
mbsantiago / whombat
Audio Annotation Tool for ML development
annotation audio audio-annotation bioacoustics machine-learning
Language:Python 25
vocalpy / vocalpy
A core package for acoustic communication research in Python
acoustic-communication bioacoustics vocalizations animal-behavior python
Language:Python 25
maRce10 / dynaSpec
Dynamic spectrogram visualizations
animal-sounds bioacoustics spectrogram
Language:R 23
nationalparkservice / NSNSDAcoustics
R package for NSNSD bioacoustics workflows, including functions for using BirdNET and generating acoustic indices
acoustic birdnet indices nvspl acoustic-monitoring bioacoustics r r-package
Language:R 21
kahst / BirdNET-Electron
Electron app for sound file analysis with BirdNET.
bioacoustics birdsong deep-learning electron tensorflowjs
Language:JavaScript 19
josafatburmeister / BirdSongIdentification
Fully automated machine learning pipeline for bird sound recognition
bioacoustics sound-classification sound-classification-spectrograms sound-processing deep-learning image-classification biodiversity biodiversity-informatics ecology ornithology machine-learning kubeflow xeno-canto bird-monitoring
Language:Jupyter Notebook 18
ear-team / bambird
Unsupervised classification to improve the quality of a bird song recording dataset. https://doi.org/10.1016/j.ecoinf.2022.101952
bioacoustics cluster-analysis data-centric-ai dataset ecoacoustics labeling labeling-tool labelling-tool machine-learning soundscape xeno-canto
Language:Python 17
f0k / birdclef2018
BirdCLEF 2018 implementation
audio-classification bioacoustics deep-learning
Language:Shell 15
UCSD-E4E / PyHa
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. Current proof of concept work being fulfilled on Bird Audio clips using Microfaune predictions.
bird-audio-clips moment-labels human-labels bioacoustics automation machine-learning sound-processing natural-language-processing object-detection sed bird-species-classification birdsong python python3
Language:Jupyter Notebook 15
floreencia / pylotwhale
Tools for annotating and processing bioacoustic recordings
bioacoustics bats whales annotation
Language:Python 13
ropensci / ohun
Automatic detection of acoustic signals
spectrogram audio-processing bioacoustics streamline-analysis sound-event-detection
Language:HTML 13
Mattk70 / Chirpity-Electron
AI powered audio analyser for bird call visualisation, detection and cataloguing
bioacoustic-analysis bioacoustics nocmig tensorflow tensorflowjs birdnet birdsong-recognition
Language:JavaScript 12
mbsantiago / soundevent
An open-source package providing standardized tools for sound event analysis and data management.
acoustics animal-sounds bioacoustics sound-event-detection soundevent
Language:Python 10
EricArcher / banter
banter is a package for creating hierarchical acoustic event classifiers out of multiple call type detectors.
acoustics classification random-forest machine-learning bioacoustics r cran r-package cetaceans species-identification noaa dolphins whales supervised-learning supervised-machine-learning
Language:HTML 9
mbsantiago / pytadarida
A Python wrapper for Tadarida-D: A Toolbox for Animal Detection on Acoustic Recordings
acoustic animal bioacoustics detection python recordings sound tadarida sound-event-detection
Language:Python 8
ABbiodiversity / wildRtrax
wildRtrax is an R package for environmental sensor data management and analytics
bioacoustics biodiversity-data r-package
Language:R 7
dynilib / dyniclick
DyniClick : open-source toolbox for stereo audio click detection, analysis, tracking and exploration
audio bioacoustics clicks environnement analysis
Language:Python 7
kahst / BirdNET-Demo
Source code for BMBF InnoTruck demo of BirdNET.
birdnet tensorflow bioacoustics raspberry-pi bird-species-classification birds
Language:Python 7
AdaptationSongs / earth-hz
User-friendly web framework for sharing and collaborative labeling of bioacoustic data
bioacoustics machine-learning
Language:Python 6
carlosabrahams / Bioacoustics_Course
Carlos Abrahams Bioacoustics and Ecoacoustics training course materials
bioacoustics bioacoustic-analysis ecoacoustics
Language:HTML 6
SqueakR
osimon81 / SqueakR
An Experiment Interface for 'DeepSqueak' Bioacoustics Research
bioacoustics deepsqueak r cran
Language:R 6
mbsantiago / metamoth
Simple Python utility for parsing AudioMoth metadata
acoustics audiomoth bioacoustics metadata pam parser python
Language:Python 5