TensorFlow, an open-source machine learning framework, offers powerful tools and techniques to detect sounds in the forest that are imperceptible to the human ear. By leveraging the capabilities of TensorFlow, researchers and conservationists can analyze audio data collected from the forest environment and identify sounds that are beyond human auditory range. This has significant implications