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Gaël Le Lan

16 papers hereh-index 8239 citations31 works total

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

author position
  • first author1
  • middle author13
  • last author2

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • eess.AS6
  • cs.CV3
  • cs.SD3
  • cs.AI1
  • cs.CR1
  • cs.LG1
same name
  • Gaël Le Lan — 1 paper
  • Gaël Le Lan — 1 paper, h 2

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
20202026
most citedMasked Audio Generation using a Single Non-Autoregressive Transformer

2 citations · 6 across the 15 of their papers we have counts for

collaborators
Showing cs.SDShow all

3 papers · 1 filter

cs.SD2024★ 2 cited

Masked Audio Generation using a Single Non-Autoregressive Transformer

Alon Ziv, Itai Gat, Gael Le Lan +6

We introduce MAGNeT, a masked generative sequence modeling method that operates directly over several streams of audio tokens. Unlike prior work, MAGNeT is comprised of a single-st…

cs.SD2023★ 1 cited

In-Context Prompt Editing For Conditional Audio Generation

Ernie Chang, Pin-Jie Lin, Yang Li +6

Distributional shift is a central challenge in the deployment of machine learning models as they can be ill-equipped for real-world data. This is particularly evident in text-to-au…

cs.SD2023

Enhance audio generation controllability through representation similarity regularization

Yangyang Shi, Gael Le Lan, Varun Nagaraja +6

This paper presents an innovative approach to enhance control over audio generation by emphasizing the alignment between audio and text representations during model training. In th…

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