46 citations · 98 across the 4 of their papers we have counts for
4 papers
Synthetic ECG Signal Generation Using Generative Neural Networks
Edmond Adib, Fatemeh Afghah, John J. Prevost
Electrocardiogram (ECG) datasets tend to be highly imbalanced due to the scarcity of abnormal cases. Additionally, the use of real patients' ECGs is highly regulated due to privacy…
FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos
Sanchita Ghose, John J. Prevost
Deep learning based visual to sound generation systems essentially need to be developed particularly considering the synchronicity aspects of visual and audio features with time. I…
AutoFoley: Artificial Synthesis of Synchronized Sound Tracks for Silent Videos with Deep Learning
Sanchita Ghose, John J. Prevost
In movie productions, the Foley Artist is responsible for creating an overlay soundtrack that helps the movie come alive for the audience. This requires the artist to first identif…
Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model
Nihar Bendre, Nima Ebadi, John J Prevost +1
A great number of computer vision publications have focused on distinguishing between human action recognition and classification rather than the intensity of actions performed. In…