Animal_Sound_Dataset_Edge_Impulse
This colab script downloads the environmental-sound-classification-50 and extract animal sounds. It manipulates the WAV files and upload to Edge Impulse to build a model to recognize animal sounds using Arduino.
You can find all the details to use this dataset in this tutorial Link: Arduino RP2040 Sound classification using Machine Learning: Animal Sounds