24 citations · 29 across the 5 of their papers we have counts for
5 papers
Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models
Shahan Nercessian, Johannes Imort, Ninon Devis +1
In this paper, we propose and investigate the use of neural audio codec language models for the automatic generation of sample-based musical instruments based on text or reference…
Continuous descriptor-based control for deep audio synthesis
Ninon Devis, Nils Demerlé, Sarah Nabi +2
Despite significant advances in deep models for music generation, the use of these techniques remains restricted to expert users. Before being democratized among musicians, generat…
Creativity in the era of artificial intelligence
Philippe Esling, Ninon Devis
Creativity is a deeply debated topic, as this concept is arguably quintessential to our humanity. Across different epochs, it has been infused with an extensive variety of meanings…
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…
Diet deep generative audio models with structured lottery
Philippe Esling, Ninon Devis, Adrien Bitton +3
Deep learning models have provided extremely successful solutions in most audio application fields. However, the high accuracy of these models comes at the expense of a tremendous…