Chirpity analyses audio recordings to detect and identify bird calls and other animal sounds using machine-learning classifiers. Users can review detections, adjust species lists and confidence thresholds, and compare calls with reference recordings. Results can be stored in an archive and exported as audio clips or records for other analysis tools. Membership adds capabilities such as custom classifier training, additional models, and GPU acceleration.