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Ilpo Viertola's Projects

audiocraft icon audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

audioldm icon audioldm

AudioLDM: Generate speech, sound effects, music and beyond, with text.

condfoleygen icon condfoleygen

Official PyTorch implementation of "Conditional Generation of Audio from Video via Foley Analogies".

im2wav icon im2wav

Official implementation of the pipeline presented in I hear your true colors: Image Guided Audio Generation

image-inpainting icon image-inpainting

This project is an implementation of "Region Filling and Object Removal by Exemplar-Based Image Inpainting" by A.Criminisi

imagebind icon imagebind

ImageBind One Embedding Space to Bind Them All

itcwiki icon itcwiki

This repo contains the source code for the deployment of the unofficial crowdsourced wiki for the Faculty of Information Technology and Communication Sciences at Tampere University.

jepa icon jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

perceiver-pytorch icon perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

sparsesync icon sparsesync

Source code for "Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors." (Spotlight at the BMVC 2022)

specvqgan icon specvqgan

Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)

vggishish icon vggishish

Implementation of VGGIshIsh audio classifier.

video_features icon video_features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

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