openavian/bird-sound-recognition-with-deep-learning

Signature Work @ DKU: Large Scale Bird Sound Recognition in China Region

Large-Scale-Birds-Recognition-in-China

This repo contains my Signature Work @ Duke Kunshan University. We aim to build a pipeline for Large Scale Birds Detection and Recognition in China.

• For bird song data retrieval, refer to our toolkit XenoPy build upon Xeno-canto API 2.0.

• For bird song detection, take a look at our latest release easybird library.

• For bird song recognition, refer to the following usage for now. The recognition module will be integrated to the easybird library in the near future.

Setup

pip install -r requirements.txt

Demo

from recognition import from_wav, from_wavs

from_wav

from_wav('sample_wavs/AmurFalcon.wav')

>>> ('AmurFalcon', 0.9992602467536926)

from_wavs

from_wavs(['sample_wavs/AmurFalcon.wav','sample_wavs/BarnacleGoose.wav'])

>>> [('AmurFalcon', 'AmurFalcon', 0.9992602467536926),
 ('BarnacleGoose', 'BarnacleGoose', 0.9826954007148743)]

Open Source

We welcome the community to contribute to our work! File an issue had you encountered any bugs, or submit a PR to help us improve.

bird-sound-recognition-with-deep-learning's Issues

Running error

Hi! When I am trying to run the code, there seems to be a running error

ValueError: The provided filename C:\Users\Bird-Sound-Recognition-with-Deep-Learning-main\821b_jit.pt does not exist