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researcher

Tristan Carsault

4 papers hereh-index 464 citations10 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.SD2

identity via Semantic Scholar / OpenAlex

most citedUsing musical relationships between chord labels in automatic chord extraction tasks

12 citations · 14 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2020★ 1 cited

Ultra-light deep MIR by trimming lottery tickets

Philippe Esling, Theis Bazin, Adrien Bitton +2

Current state-of-the-art results in Music Information Retrieval are largely dominated by deep learning approaches. These provide unprecedented accuracy across all tasks. However, t…

cs.LG2019

Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Network

Tristan Carsault, Andrew McLeod, Philippe Esling +3

This paper studies the prediction of chord progressions for jazz music by relying on machine learning models. The motivation of our study comes from the recent success of neural ne…

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