Translated data: Researchers from the University of Moncton in Canada have introduced ECOGEN, a deep learning technology designed to aid in the monitoring and protection of rare birds by generating realistic bird songs. This method enhances the accuracy of bird song classification by converting bird song recordings into spectrograms, creating new artificial intelligence images. The researchers state that this technology benefits ecology and conservation efforts, providing a more comprehensive reference library for automated monitoring, and can also be applied to other animal sound recognition models.