Fanny Roche

According to our database, Fanny Roche authored at least 5 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Time-Varying Audio Effect Modeling by End-to-End Adversarial Training.

Yann Bourdin, Pierrick Legrand, Fanny Roche

CoRR, December, 2025

Empirical Results for Adjusting Truncated Backpropagation Through Time while Training Neural Audio Effects.

Yann Bourdin, Pierrick Legrand, Fanny Roche

CoRR, December, 2025

2024

Tackling Long-Range Dependencies in Dynamic Range Compression Modeling via Deep Learning.

Yann Bourdin, Pierrick Legrand, Fanny Roche

Proceedings of the Artificial Evolution, 2024

2021

Make That Sound More Metallic: Towards a Perceptually Relevant Control of the Timbre of Synthesizer Sounds Using a Variational Autoencoder.

Fanny Roche, Thomas Hueber, Maëva Garnier, Samuel Limier, Laurent Girin

Trans. Int. Soc. Music. Inf. Retr., 2021

2018

Autoencoders for music sound synthesis: a comparison of linear, shallow, deep and variational models.

Fanny Roche, Thomas Hueber, Samuel Limier, Laurent Girin

CoRR, 2018