cwitkowitz

amt-tools

Machine learning tools and framework for automatic music transcription.

guitar-transcription-continuous

Code for the paper "FretNet: Continuous-Valued Pitch Contour Streaming for Polyphonic Guitar Tablature Transcription".

lhvqt

Frontend filterbank learning module with HVQT initialization capabilities.

guitar-transcription-with-inhibition

Code for the paper "A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems".

ss-mpe

Code for the paper "Toward Fully Self-Supervised Multi-Pitch Estimation".

sparse-analytic-filters

Code for the paper "Learning Sparse Analytic Filters for Piano Transcription".

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

1D-StateSpace

This repository contains the source code of an efficient 1D probabilistic model for music time analysis proposed in ICASSP2022 venue.

BeatNet

This repository contains the source code and additional documentations of the project BeatNet: CRNN and Particle Filtering for Online Joint beat, Downbeat and Meter Tracking

Interface

The face of the project... the GUI!

librosa

Python library for audio and music analysis

logo

onsets-and-frames

A Pytorch implementation of Onsets and Frames (Hawthorne 2018)

slakh-utils

Utilities for interfacing with Slakh2100

sporco

Sparse Optimisation Research Code