beiciliang

yt-dlp

A feature-rich command-line audio/video downloader

tuning_playbook

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

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

AudioGPT

AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

pycaret

An open-source, low-code machine learning library in Python

learn-cantrill-io-labs

Standard and Advanced Demos for learn.cantrill.io courses

dedupe

:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

chatblade

A CLI Swiss Army Knife for ChatGPT

audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

minitorch

The full minitorch student suite.

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

CLAP

Contrastive Language-Audio Pretraining

KnowledgeGraph

knowledge graph知识图谱,从零开始构建知识图谱

Knowledge-Graph-Tutorials-and-Papers

Insightful Tutorials and Papers about Knowledge Graphs

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

Entity_Alignment_Papers

Must-read papers on entity alignment published in recent years

OpenEA

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

billboard-charts

Python API for downloading Billboard charts.

lyrebird-wav2clip

Official implementation of the paper WAV2CLIP: LEARNING ROBUST AUDIO REPRESENTATIONS FROM CLIP

CLMR

Official PyTorch implementation of Contrastive Learning of Musical Representations

Pengi

An Audio Language model for Audio Tasks

jukemir

Perform transfer learning for MIR using Jukebox!

tutorial

2021 ISMIR tutorial - music classification

music-cocreation-tutorial

Start-to-finish tutorial for interactive music co-creation in PyTorch and Tensorflow.js

semi-supervised-music-tagging-transformer

tutorial

Tutorial on Tempo, Beat and Downbeat estimation

ISMIR-musicTheoryTutorial

Scales, Chords, and Cadences: Practical Music Theory for MIR Researchers

ismir-2021-tutorial-case-studies

Code for the ISMIR 2021 tutorial "Programming MIR Baselines from Scratch: Three Cases Studies"

yulewalker

IIR filter estimation of an arbitrary magnitude response using the modified Yule-Walker method