Search Results for author: Serkan Sulun

Found 5 papers, 3 papers with code

Emotion4MIDI: a Lyrics-based Emotion-Labeled Symbolic Music Dataset

1 code implementation27 Jul 2023 Serkan Sulun, Pedro Oliveira, Paula Viana

We present a new large-scale emotion-labeled symbolic music dataset consisting of 12k MIDI songs.

Emotion Classification

Symbolic music generation conditioned on continuous-valued emotions

1 code implementation30 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.

Music Generation regression

On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks

2 code implementations14 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)

Audio Super-Resolution Bandwidth Extension +1

Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding?

no code implementations17 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.

Motion Compensation Video Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.