Essays about: "Denoising Diffusion Probabilistic Model DDPM"
Found 2 essays containing the words Denoising Diffusion Probabilistic Model DDPM.
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1. Text to Music Audio Generation using Latent Diffusion Model : A re-engineering of AudioLDM Model
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In the emerging field of audio generation using diffusion models, this project pioneers the adaptation of the AudioLDM model framework, initially designed for text-to-daily sounds generation, towards text-to-music audio generation. This shift addresses a gap in the current scope of audio diffusion models, predominantly focused on everyday sounds. READ MORE
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2. Generating Synthetic CT Images Using Diffusion Models
University essay from Umeå universitet/Institutionen för fysikAbstract : Magnetic resonance (MR) images together with computed tomography (CT) images are used in many medical practices, such as radiation therapy. To capture those images, patients have to undergo two separate scans: one for the MR image, which involves using strong magnetic fields, and one for the CT image which involves using radiation (x-rays). READ MORE