7 citations · 15 across the 5 of their papers we have counts for
4 papers · 1 filter
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music
Nithya Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu +2
Hindustani music is a performance-driven oral tradition that exhibits the rendition of rich melodic patterns. In this paper, we focus on generative modeling of singers' vocal melod…
Streamable Neural Audio Synthesis With Non-Causal Convolutions
Antoine Caillon, Philippe Esling
Deep learning models are mostly used in an offline inference fashion. However, this strongly limits the use of these models inside audio generation setups, as most creative workflo…
Timbre latent space: exploration and creative aspects
Antoine Caillon, Adrien Bitton, Brice Gatinet +1
Recent studies show the ability of unsupervised models to learn invertible audio representations using Auto-Encoders. They enable high-quality sound synthesis but a limited control…
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders
Adrien Bitton, Philippe Esling, Antoine Caillon +1
Generative models have thrived in computer vision, enabling unprecedented image processes. Yet the results in audio remain less advanced. Our project targets real-time sound synthe…