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researcher

G. Richard

17 papers hereh-index 498.2k citations295 works total

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

author position
  • middle author5
  • last author12

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.SD5
  • stat.ML3
  • cs.CV2
  • eess.AS2
  • cs.IR1
  • cs.LG1
same name
  • G. Richard — 24 papers, h 10
  • G. Richard — 18 papers, h 8
  • G. Richard — 5 papers, h 20
  • G. Richard — 2 papers, h 28
  • G. Richard — 2 papers, h 4
  • G. Richard — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedOn the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks

21 citations · 61 across the 9 of their papers we have counts for

collaborators
Showing eess.ASShow all

2 papers · 1 filter

eess.AS2023

Transfer Learning and Bias Correction with Pre-trained Audio Embeddings

Changhong Wang, Gaël Richard, Brian McFee

Deep neural network models have become the dominant approach to a large variety of tasks within music information retrieval (MIR). These models generally require large amounts of (…

eess.AS2020

Comparing Representations for Audio Synthesis Using Generative Adversarial Networks

Javier Nistal, Stefan Lattner, Gaël Richard

In this paper, we compare different audio signal representations, including the raw audio waveform and a variety of time-frequency representations, for the task of audio synthesis…

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