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researcher

Roser Batlle Roca

3 papers hereh-index 461 citations6 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CY1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedGender Bias in Multilingual Neural Machine Translation: The Architecture Matters

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.SD2024

Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca +4

We present PECMAE, an interpretable model for music audio classification based on prototype learning. Our model is based on a previous method, APNet, which jointly learns an autoen…

cs.CY2023

A Shift In Artistic Practices through Artificial Intelligence

Kıvanç Tatar, Petter Ericson, Kelsey Cotton +6

The explosion of content generated by artificial intelligence (AI) models has initiated a cultural shift in arts, music, and media, whereby roles are changing, values are shifting,…

cs.CL2020★ 8 cited

Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters

Marta R. Costa-jussà, Carlos Escolano, Christine Basta +3

Multilingual Neural Machine Translation architectures mainly differ in the amount of sharing modules and parameters among languages. In this paper, and from an algorithmic perspect…

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