andres-fr

continuous-sparsification

Implementation of Continuous Sparsification, a method for pruning and ticket search in deep networks

CCWT

Complex Continuous Wavelet Transform

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

algorithmic-efficiency

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

pytorch_memlab

Profiling and inspecting memory in pytorch

PyTorchHessianFree

PyTorch implementation of the Hessian-free optimizer

backobs

Use DeepOBS with BackPACK

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

sls

Implements stochastic line search

DeepOBS_Baselines

Baselines for the DeepOBS package

Crowded-Valley---Results

This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"

DeepOBS

DeepOBS: A Deep Learning Optimizer Benchmark Suite

pyloudnorm

Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm

music21

music21 is a Toolkit for Computational Musicology

piano_transcription_inference

GiantMIDI-Piano

kymatio

Wavelet scattering transforms in Python with GPU acceleration

MMM-JSB

Multi-Track Music Generation with the Transfomer and the Johann Sebastian Bach Chorales dataset

music-generation-research

A straightforward collection of Music Generation research resources.

breaching

Breaching privacy in federated learning scenarios for vision and text

numpy

The fundamental package for scientific computing with Python.

EIN-SELD

An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection

directional_sparse_filtering

Directional sparse filtering for blind speech separation

SALSA

This is the public repository for eigenvector-based SALSA features for polyphonic sound event localization and detection.

noisereduce

Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

Leaderboard

SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform for Automatic Speech Recognition.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

pyannote-core

Advanced data structures for handling temporal segments with attached labels.