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Axel Chemla-Romeu-Santos

7 papers hereh-index 7286 citations16 works total

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

author position
  • first author3
  • middle author2
  • last author2

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

fields
  • cs.LG3
  • cs.SD2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedUniversal audio synthesizer control with normalizing flows

34 citations · 79 across the 7 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2022★ 3 cited

Challenges in creative generative models for music: a divergence maximization perspective

Axel Chemla--Romeu-Santos, Philippe Esling

The development of generative Machine Learning (ML) models in creative practices, enabled by the recent improvements in usability and availability of pre-trained models, is raising…

stat.ML2020★ 4 cited

Cross-modal variational inference for bijective signal-symbol translation

Axel Chemla--Romeu-Santos, Stavros Ntalampiras, Philippe Esling +2

Extraction of symbolic information from signals is an active field of research enabling numerous applications especially in the Musical Information Retrieval domain. This complex t…

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