27 citations · 43 across the 8 of their papers we have counts for
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eess.AS2023
Emotion4MIDI: a Lyrics-based Emotion-Labeled Symbolic Music Dataset
Serkan Sulun, Pedro Oliveira, Paula Viana
We present a new large-scale emotion-labeled symbolic music dataset consisting of 12k MIDI songs. To create this dataset, we first trained emotion classification models on the GoEm…
eess.AS2022★ 1 cited
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…
eess.AS2020★ 27 cited
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…