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Animal sounds or bioacoustic study focuses on monitoring and identifying the animal, but advances in artificial intelligence (AI) have created new opportunities for bioacoustic composition. This project aims to record animal sounds and apply AI to compose music known as Bioacoustica in a variety of musical genres. Artificial intelligence methods, SUNO AI were used to convert natural sounds into organized musical compositions, Bioacoustica. Total of 12 animal sounds were successfully recorded for two weeks sampling in UiTM Cawangan Pahang, Kampus Jengka and 12 AI Bioacoustica music also have been successfully composed. The findings demonstrate that AI capable incorporate animal sounds into music, Bioacoustica while retaining important sound qualities. Finally, Bioacoustica offers great and fascinating potential for digital sound synthesis, environmental appreciation, conservation and education.