constd

code-server

VS Code in the browser

faiss

A library for efficient similarity search and clustering of dense vectors.

PlotNeuralNet

Latex code for making neural networks diagrams

magenta

Magenta: Music and Art Generation with Machine Intelligence

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

hydra

Hydra is a framework for elegantly configuring complex applications

librosa

Python library for audio and music analysis

course-v3

The 3rd edition of course.fast.ai

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

youtube-8m

Starter code for working with the YouTube-8M dataset.

nnAudio

Audio processing by using pytorch 1D convolution network

torch-audiomentations

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

ontology

The Audio Set Ontology aims to provide a comprehensive set of categories to describe sound events.

leaf-audio

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a very small number of parameters.

openl3

OpenL3: Open-source deep audio and image embeddings

SAGPool

Official PyTorch Implementation of SAGPool - ICML 2019

torchdim

Named tensors with first-class dimensions for PyTorch

mic_array

DOA, VAD and KWS for ReSpeaker Microphone Array

gaia

C++ library to apply similarity measures and classifications on the results of audio analysis, including Python bindings. Together with Essentia it can be used to compute high-level descriptions of music.

uvicorn-gunicorn-starlette-docker

Docker image with Uvicorn managed by Gunicorn for high-performance Starlette web applications in Python with performance auto-tuning.

sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

dcase2020_task2_baseline

DCASE2020 Challenge Task 2 baseline system

uclser20

Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.

pyfasst

Python implementation of the Flexible Audio Source Separation Toolbox (FASST)

torchsubband

Pytorch implementation of subband decomposition

ArtificialGANFingerprints

The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'

Seeed-WiKi

This is the Seeed wiki page

openmic-annotator

Annotation framework for annotating data for OpenMIC

hear-eval-kit

Evaluation kit for the HEAR Benchmark

aiogremlin