Easybird is python toolkit for Bird Activity Detection (BAD).
We recommend using conda for environment management, since we use conda-forge to install an essential library libsndfile. To setup, copy the following command to your terminal.
conda create -n bird
conda activate bird
conda install -c conda-forge libsndfile -yAfter setup the virtual env, install with pip.
pip install easybirdIdentify bird activities for single waveform.
from easybird import detection
hasBird, confidence = detection.from_wav('bird.wav', noise_thres=0.5, device='cpu') # device=option('cuda','cpu')Output
print(hasBird)
>>> True
print(confidence)
>>> 0.9996312260627747Identify bird activities for multiple wavforms.
from easybird import detection
results = detection.from_wavs(['bird1.wav','bird2.wav','bird3.wav'], noise_thres=0.5, device='cpu')Output
print(results)
>>> [(bird1, True, 0.99963122), (bird2, False, 0.37834975), (bird3, True, 0.87340939)]