Meta Research's repositories
PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
svoice
We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.
NeuralCompression
A collection of tools for neural compression enthusiasts.
OrienterNet
Source Code for Paper "OrienterNet Visual Localization in 2D Public Maps with Neural Matching"
Ad-Library-API-Script-Repository
GitHub repository of commonly used python scripts that allows everyone to pull data via the Ad Library API
robust-dynrf
An algorithm for reconstructing the radiance field of a dynamic scene from a casually-captured video.
ResponsibleNLP
Repository for research in the field of Responsible NLP at Meta.
Generic-Grouping
Open-source code for Generic Grouping Network (GGN, CVPR 2022)
assemblyhands-toolkit
AssemblyHands Toolkit is a Python package that provides data loader, visualization, and evaluation tools for the AssemblyHands dataset (CVPR 2023).
dachshund
Dachshund is a graph mining library written in Rust. It provides high performance data structures for multiple kinds of graphs, from simple undirected graphs to typed hypergraphs. Dachshund also provides algorithms for common tasks for graph mining and analysis, ranging from shortest paths to graph spectral analysis.
three_bricks
Official Implementation of the paper "Three Bricks to Consolidate Watermarks for LLMs"
grounding-inductive-biases
reproduces experiments from "Grounding inductive biases in natural images: invariance stems from variations in data"
RidgeSketch
A Fast sketching based solver for large scale ridge regression
dual-system-for-visual-language-reasoning
Github repo for Peifeng's internship project
video_rep_learning
SSL Video Representation Learning project