BIO          




tranqGAN A.I.


Neural network generated sound and imagery (2021)

Tech: StyleGAN2, SampleRNN, Python
Field: AI, Audio Generation, Image Generation




An experience of tranquillity often includes environments with natural features and the absence of human activity. How would a machine interpret this feeling?

tranqGAN A.I. is a deep neural network that is trained to hallucinate upon this concept and generate both audio and images related to this.

To generate images the system is trained using a StyleGAN2 network and images available online. The audio is synthesized using a SampleRNN network and have been trained on audio recording of birds, water and wind.