Darel13712

AudioMamba

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

musicfm

MERT

Official implementation of the paper "Acoustic Music Understanding Model with Large-Scale Self-supervised Training".

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

awesome-large-audio-models

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

encodecmae

Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'

concept_hierarchy

Source code of our ISMIR 2022 paper "Learning Unsupervised Hierarchies of Audio Concepts" by D. Afchar, R. Hennequin and V. Guigue (2022)

LiX

Compose papers, dissertations, textbooks, novels, newspapers etc. quicker using abstractions to the standard LaTeX document classes - or create your own classes easily.

spherecluster

Clustering routines for the unit sphere

PZAD

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

awesome-mlss

List of summer schools in machine learning + related fields across the globe

audio-dataset

Audio Dataset for training CLAP and other models

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

msaf

Music Structure Analysis Framework

LEMONS

Listenable Explanations for Music recOmmeNder Systems

bert4rec_repro

pivpn

The Simplest VPN installer, designed for Raspberry Pi

torchrec

Pytorch domain library for recommendation systems

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

pytorch-lifestream

A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision

SmartTube

SmartTube - an advanced player for set-top boxes and tvs running Android OS

list_of_recommender_systems

A List of Recommender Systems and Resources

AudioSignalProcessingForML

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)