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G. Schuller

9 papers hereh-index 231.6k citations145 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author2
  • last author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.SD5
  • eess.AS4

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedRevisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.SD2020★ 3 cited

Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances

Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller

In this work we present a method for unsupervised learning of audio representations, focused on the task of singing voice separation. We build upon a previously proposed method for…

eess.AS2020

Unsupervised Interpretable Representation Learning for Singing Voice Separation

Stylianos I. Mimilakis, Konstantinos Drossos, Gerald Schuller

In this work, we present a method for learning interpretable music signal representations directly from waveform signals. Our method can be trained using unsupervised objectives an…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.