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ORCIDTristan Carsault
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Books and Theses
- 2020
[b1]Tristan Carsault:
Introduction of musical knowledge and qualitative analysis in chord extraction and prediction tasks with machine learning. (Introduction de connaissances musicales et analyse qualitative pour les tâches d'extraction et de prédiction d'accords par apprentissage machine). Pierre and Marie Curie University, Paris, France, 2020
Journal Articles
- 2020
- [j1]Yiming Wu
, Tristan Carsault, Eita Nakamura, Kazuyoshi Yoshii:
Semi-Supervised Neural Chord Estimation Based on a Variational Autoencoder With Latent Chord Labels and Features. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2956-2966 (2020)
Conference and Workshop Papers
- 2020
- [c4]Philippe Esling, Théis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis:
Ultra-light deep MIR by trimming lottery tickets. ISMIR 2020: 550-557 - 2019
- [c3]Yiming Wu, Tristan Carsault, Kazuyoshi Yoshii:
Automatic Chord Estimation Based on a Frame-wise Convolutional Recurrent Neural Network with Non-Aligned Annotations. EUSIPCO 2019: 1-5 - [c2]Tristan Carsault, Andrew McLeod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii:
Multi-Step Chord Sequence Prediction Based On Aggregated Multi-Scale Encoder-Decoder Networks. MLSP 2019: 1-6 - 2018
- [c1]Tristan Carsault, Jérôme Nika, Philippe Esling:
Using Musical Relationships Between Chord Labels in Automatic Chord Extraction Tasks. ISMIR 2018: 18-25
Informal and Other Publications
- 2020
- [i4]Yiming Wu, Tristan Carsault, Eita Nakamura, Kazuyoshi Yoshii:
Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Discrete Labels and Continuous Textures of Chords. CoRR abs/2005.07091 (2020) - [i3]Philippe Esling, Théis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis:
Ultra-light deep MIR by trimming lottery tickets. CoRR abs/2007.16187 (2020) - 2019
- [i2]Tristan Carsault, Andrew McLeod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii:
Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Network. CoRR abs/1911.04972 (2019) - [i1]Tristan Carsault, Jérôme Nika, Philippe Esling:
Using musical relationships between chord labels in automatic chord extraction tasks. CoRR abs/1911.04973 (2019)
Coauthor Index
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