Search Results for author: Julian D. Parker

Found 4 papers, 2 papers with code

Stable Audio Open

1 code implementation19 Jul 2024 Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons

Open generative models are vitally important for the community, allowing for fine-tunes and serving as baselines when presenting new models.

Audio Generation Text-to-Music Generation

Long-form music generation with latent diffusion

1 code implementation16 Apr 2024 Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons

Audio-based generative models for music have seen great strides recently, but so far have not managed to produce full-length music tracks with coherent musical structure from text prompts.

Audio Generation Form +1

Physical Modeling using Recurrent Neural Networks with Fast Convolutional Layers

no code implementations21 Apr 2022 Julian D. Parker, Sebastian J. Schlecht, Rudolf Rabenstein, Maximilian Schäfer

Recent work has applied the techniques of machine-learning to construct such models automatically from data for the case of systems which have lumped states described by scalar values, such as electrical circuits.

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