A Deep Learning Method for Classification of Biophilic Artworks

no code implementations • 8 Mar 2024 • Purna Kar, Jordan J. Bird, Yangang Xing, Alexander Sumich, Andrew Knight, Ahmad Lotfi, Benedict Carpenter van Barthold

Biophilia is an innate love for living things and nature itself that has been associated with a positive impact on mental health and well-being.

Decoder

Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion

no code implementations • 24 Aug 2023 • Jordan J. Bird, Ahmad Lotfi

There are growing implications surrounding generative AI in the speech domain that enable voice cloning and real-time voice conversion from one individual to another.

Audio Classification Binary Classification +6

CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images

no code implementations • 24 Mar 2023 • Jordan J. Bird, Ahmad Lotfi

Initially, a synthetic dataset is generated that mirrors the ten classes of the already available CIFAR-10 dataset with latent diffusion which provides a contrasting set of images for comparison to real photographs.

Binary Classification Classification +1

Dynamic Training of Liquid State Machines

no code implementations • 6 Feb 2023 • Pavithra Koralalage, Ireoluwa Fakeye, Pedro Machado, Jason Smith, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Andreas Oikonomou, Ahmad Lotfi

The experimental results showed that by using spike metrics and a range of weights, the desired output and the actual output of spiking neurons could be effectively optimised, leading to improved performance of SNNs.