Search Results for author: Mark Levy

Found 3 papers, 0 papers with code

Controllable Music Production with Diffusion Models and Guidance Gradients

no code implementations1 Nov 2023 Mark Levy, Bruno Di Giorgi, Floris Weers, Angelos Katharopoulos, Tom Nickson

We demonstrate how conditional generation from diffusion models can be used to tackle a variety of realistic tasks in the production of music in 44. 1kHz stereo audio with sampling-time guidance.

Mel Spectrogram Inversion with Stable Pitch

no code implementations26 Aug 2022 Bruno Di Giorgi, Mark Levy, Richard Sharp

We propose a new vocoder model that is specifically designed for music.

Downbeat Tracking with Tempo-Invariant Convolutional Neural Networks

no code implementations3 Feb 2021 Bruno Di Giorgi, Matthias Mauch, Mark Levy

The human ability to track musical downbeats is robust to changes in tempo, and it extends to tempi never previously encountered.

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