4 citations · 4 across the 1 of their papers we have counts for
3 papers
Perceiving Music Quality with GANs
Agrin Hilmkil, Carl Thomé, Anders Arpteg
Several methods have been developed to assess the perceptual quality of audio under transforms like lossy compression. However, they require paired reference signals of the unalter…
Spectral Analysis of Latent Representations
Justin Shenk, Mats L. Richter, Anders Arpteg +1
We propose a metric, Layer Saturation, defined as the proportion of the number of eigenvalues needed to explain 99% of the variance of the latent representations, for analyzing the…
Software Engineering Challenges of Deep Learning
Anders Arpteg, Björn Brinne, Luka Crnkovic-Friis +1
Surprisingly promising results have been achieved by deep learning (DL) systems in recent years. Many of these achievements have been reached in academic settings, or by large tech…