cwitkowitz Goto Github PK

1d-statespace

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

amt-tools

Machine learning tools and framework for automatic music transcription.

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

guitar-transcription-continuous

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

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".

interface

The face of the project... the GUI!

lhvqt

Frontend filterbank learning module with HVQT initialization capabilities.

librosa

Python library for audio and music analysis

logo

mir_eval

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

onsets-and-frames

A Pytorch implementation of Onsets and Frames (Hawthorne 2018)

slakh-utils

Utilities for interfacing with Slakh2100

sparse-analytic-filters

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

sporco

Sparse Optimisation Research Code

ss-mpe

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