no code implementations • 15 Jan 2019 • Abhimanyu Sahai, Romann Weber, Brian McWilliams
In this paper we study deep learning-based music source separation, and explore using an alternative loss to the standard spectrogram pixel-level L2 loss for model training.
no code implementations • 10 May 2018 • Suman Saha, Rajitha Navarathna, Leonhard Helminger, Romann Weber
In this paper, we present an unsupervised learning approach for analyzing facial behavior based on a deep generative model combined with a convolutional neural network (CNN).