Essays about: "Latent Diffusion"

Found 2 essays containing the words Latent Diffusion.

1. 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)

   Author : Ernan Wang; [2023]
   Keywords : Text to Music Audio Generation; Latent Diffusion; AudioLDM; Sampling Methods; Denoising Diffusion Probabilistic Model DDPM ; Denoising Diffusion Implicit Model DDIM ; Text till musik Ljudgenerering; Latent Diffusion; AudioLDM; Samplingsmetoder; DDPM; DDIM;

   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

3. 2. Diffusion models for anomaly detection in digital pathology

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Ruben Bromée; [2023]
   Keywords : out-of-distribution detection; digital pathology data; latent diffusion model; machine learning; neural network; pathology;

   Abstract : Challenges within the field of pathology leads to a high workload for pathologists. Machine learning has the ability to assist pathologists in their daily work and has shown good performance in a research setting. READ MORE