Stars
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Examples for creating and processing PDF files with UniPDF https://github.com/unidoc/unipdf
Unsupervised domain adaptation for conversational speech enhancement using RemixIT
Code and data recipes for the paper: Optimal Condition Training for Target Source Separation by Efthymios Tzinis, Gordon Wichern, Paris Smaragdis and Jonathan Le Roux
Code and data recipes for the paper: Heterogeneous Target Speech Separation
Accompanying code for our paper "Optimizing Short-Time Fourier Transform Parameters via Gradient Descent"
Accompanying code for our paper "Point Cloud Audio Processing"
Tensor factorizations using neural networks in PyTorch
Communication-Cost Aware Microphone Selection For Neural Speech Enhancement with Ad-hoc Microphone Arrays
[NeurIPS 2020] Official Implementation: "SMYRF: Efficient Attention using Asymmetric Clustering".
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Code for the paper: Separate but togerher: Unsupervised Federated Learning for Speech Enhancement from non-iid data
Code for the paper "Jukebox: A Generative Model for Music"
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
The PyTorch-based audio source separation toolkit for researchers
Reformer, the efficient Transformer, in Pytorch
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
[GSOC] Greek language support for spacy.io python NLP software
Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)
Unified Complex Network and Recurrence Analysis Toolbox
A tutorial for optimizing CPU bound applications in python
Chrome extension to hide YouTube feed & recommended videos