1 code implementation • 27 Jul 2023 • Serkan Sulun, Pedro Oliveira, Paula Viana
We present a new large-scale emotion-labeled symbolic music dataset consisting of 12k MIDI songs.
1 code implementation • 30 Mar 2022 • Serkan Sulun, Matthew E. P. Davies, Paula Viana
In addition, we provide a new large-scale dataset of symbolic music paired with emotion labels in terms of valence and arousal.
2 code implementations • 14 Nov 2020 • 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.
Ranked #1 on Audio Super-Resolution on DSD100 (using extra training data)
no code implementations • 17 Jul 2020 • 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/decoded frames without sending any motion side information can compete with standard video codecs based on block-motion compensation.
no code implementations • 27 Nov 2018 • Serkan Sulun
Video frame prediction is a task analogous to motion compensation.