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researcher

Ilaria Manco

Queen Mary University of London

9 papers hereh-index 7364 citations9 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.SD9
affiliations
  • Queen Mary University of London
  • Universal Music Group
Homepage

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMusCaps: Generating Captions for Music Audio

27 citations · 55 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.SD2021★ 1 cited

Learning music audio representations via weak language supervision

Ilaria Manco, Emmanouil Benetos, Elio Quinton +1

Audio representations for music information retrieval are typically learned via supervised learning in a task-specific fashion. Although effective at producing state-of-the-art res…

cs.SD2021★ 27 cited

MusCaps: Generating Captions for Music Audio

Ilaria Manco, Emmanouil Benetos, Elio Quinton +1

Content-based music information retrieval has seen rapid progress with the adoption of deep learning. Current approaches to high-level music description typically make use of class…

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