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Bernardo Torres

8 papers hereh-index 547 citations9 works total

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

author position
  • first author5
  • middle author1
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.SD6
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedPESTO: Real-Time Pitch Estimation with Self-supervised Transposition-equivariant Objective

5 citations · 5 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

eess.SP2024

A fully differentiable model for unsupervised singing voice separation

Gael Richard, Pierre Chouteau, Bernardo Torres

A novel model was recently proposed by Schulze-Forster et al. in [1] for unsupervised music source separation. This model allows to tackle some of the major shortcomings of existin…

cs.SD2024

Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport

Bernardo Torres, Geoffroy Peeters, Gaël Richard

In neural audio signal processing, pitch conditioning has been used to enhance the performance of synthesizers. However, jointly training pitch estimators and synthesizers is a cha…

cs.SD2024

Singer Identity Representation Learning using Self-Supervised Techniques

Bernardo Torres, Stefan Lattner, Gaël Richard

Significant strides have been made in creating voice identity representations using speech data. However, the same level of progress has not been achieved for singing voices. To br…

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