27 citations · 32 across the 3 of their papers we have counts for
4 papers
Symbolic music generation conditioned on continuous-valued emotions
Serkan Sulun, Matthew E. P. Davies, Paula Viana
In this paper we present a new approach for the generation of multi-instrument symbolic music driven by musical emotion. The principal novelty of our approach centres on conditioni…
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks
Serkan Sulun, Matthew E. P. Davies
In this paper, we address a sub-topic of the broad domain of audio enhancement, namely musical audio bandwidth extension. We formulate the bandwidth extension problem using deep ne…
Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding?
Serkan Sulun, A. Murat Tekalp
Given recent advances in learned video prediction, we investigate whether a simple video codec using a pre-trained deep model for next frame prediction based on previously encoded/…
Deep Learned Frame Prediction for Video Compression
Serkan Sulun
Motion compensation is one of the most essential methods for any video compression algorithm. Video frame prediction is a task analogous to motion compensation. In recent years, th…