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An overview of AI for Music and Audio Generation
I'll discuss recent advances in AI for music creation, focusing on Machine Learning (ML) and Human-Computer Interaction (HCI) coming from our Magenta project (g.co/magenta). I'll argue that generative ML models by themselves are of limited creative value because they are hard to use in our current music creation workflows. This motivates research in HCI and especially good user interface design. I'll talk about a promising audio-generation project called Differentiable Digital Signal Processing (DDSP; Jesse Engel et al.) and about recent progress in modeling musical scores using Music Transformer (Anna Huang et al.). I'll also talk about work done in designing experimental interfaces for composers and musicians. Time permitting I'll relate this to similar work in the domain of creative writing. Overall my message will be one of restrained enthusiasm: Recent research in ML has offered some amazing advances in tools for music creation, but aside from a few outlier examples, we've yet to bring these models successfully into creative practice.
Mel-filterbanks are fixed, engineered audio features which emulate human perception and have been used through the history of audio understanding up to today. However, their undeniable qualities are counterbalanced by the fundamental limita
19 mars 2021 18 min
Deep Neural Networks are increasingly dominating the research activities in the Analysis/Synthesis team and elsewhere. The session will present some of the recent results of the research activities related to voice processing with deep neur
19 mars 2021 32 min
The subject of automatic speech synthesis began to be popularised as early as the 1990s. Each of us has already had to deal with automatic answering machine voices that made us all suffer in the beginning. Today, however, the progress made
19 mars 2021 29 min
We will present the latest creative tools developed by the RepMus team (ACIDS project), enabling real-time audio synthesis as well as music generation and production and synthesizer control, all in open-source code, as well as Max4Live and
19 mars 2021 20 min
Neural style transfer applied to images has received considerable interest and has triggered many research activities aiming to use the underlying strategies for manipulation of music or sound. While the many fundamental differences between
19 mars 2021 20 min
19 mars 2021 30 min
Dans cette présentation, Greg Beller exposera les développements récents dans le domaine du traitement de la voix. Melodic Scale est un dispositif Max For Live qui modifie automatiquement une ligne mélodique en temps réel, en changeant sa g
19 mars 2021 26 min
19 mars 2021 20 min
The Musical Representations team explores the paradigm of computational creativity using devices inspired by artificial intelligence, particularly in the sense of new symbolic musician-machine interactions. The presentation will focus in pa
19 mars 2021 21 min
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Du lundi au vendredi de 9h30 à 19h
Fermé le samedi et le dimanche
Hôtel de Ville, Rambuteau, Châtelet, Les Halles
Institut de Recherche et de Coordination Acoustique/Musique
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