State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

PyTorch implementation of the paper Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis presented at ISMIR 2024.

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…

[LAMIR 2024] Beat tracking tutorial with TCN (PyTorch implementation)

[LAMIR 2024 & ISMIR LBD 2024] Skip That Beat: Augmenting Meter Tracking Models for Underrepresented Time Signatures

Python recommendation toolkit

The Music and Audio Research Lab handbook

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…

The Tulip Creative Computer - a portable Python synthesizer for music and graphics

Create/Update your resume in markkdown, and easily convert to HTML or PDF

The Markdown Resume

acoss: Audio Cover Song Suite is a framework for feature extraction and benchmarking for the cover song identification (CSI) task

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

PyTorch implementation of the paper A Repetition-based Triplet Mining Approach for Music Segmentation presented at ISMIR 2023.

🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Synthesis of MIDI with DDSP (https://midi-ddsp.github.io/)

Code for paper: "Deep Embeddings and Section Fusion Improve Music Segmentation"

Investigating hierarchical music segmentations

Similarity network fusion of features for clean self-similarity matrices in audio, as well as Javascript tools to play SSMs and spring graphs synchronized to audio

Pedagogical Jupyter notebooks for topological data analysis. Topics include basic shapes, sliding window audio/video, lower star filtrations, 3D shapes, spaces of images patches

Javascript port of music21 -- Toolkit for Computational Musicology

This is an easy to use plugin that enables you to record and play back a single track of audio.

Latent state models for SONYC data

Interference removal algorithm for multitrack live recordings

A very simple generative adversarial network (GAN) in PyTorch

Python library for working with Music Information Retrieval datasets

NYU Deep Learning Spring 2020

Python library for audio and music analysis

A collection of functions and classes to support signal processing and communications theory teaching and research