Discover bmcfee/dstbook Open Source project by Brian McFee (@bmcfee)

A library for augmenting annotated audio data

253

muda

python wrapper for rubberband

230

pyrubberband

ISMIR 2020 Tutorial for Metric Learning in MIR

156

ismir2020-metric-learning

convolutional and recurrent estimators for music analysis

122

crema

practically universal music pre-processor

pumpp

ISMIR 2017: structured training for large vocab chord recognition

ismir2017_chords

ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research

mlr

Metric Learning to Rank

MATLAB

ismir2018-oss-tutorial

Python module for spatial trees

spatialtree

Million Song Dataset Challenge

msd_challenge

Laplacian structural decomposition music visualization

lsd_viz

Music segmentation by ordinal linear discriminant analysis

olda

graph laplacian song segmentation

laplacian_segmentation

Scraps of random machine learning code

ml_scraps

Projects for music hack day

musichacks

Extra notebooks for CCRMA MIR workshop, 2018 edition

ccrma2018_notebooks

Automatic chiptune remixer in python

autochiptune

Convolutional REpresenations for Music Analysis

crema-features

Bridge IPython and PortAudio for interactive realtime audio

ipyaudio

Source code for hypergraph random walk playlist models

hypergraph_playlist

Personalized generative playlist models

playlist_recommender

Convolutional dictionary learning and (sparse) coding

CDL

Topic modeling of audio transcripts

nypl-openaudio-discovery-topics

Investigating hierarchical music segmentations

segment_hierarchy_labels

A model for generating jazz standards

nonstandards

gordon

Gordon music database

LabROSA rhythm and onset analysis

rhythm-analysis

conda commands for fish shell

fish-conda

Shell

dstbook-site

UNDER CONSTRUCTION

Web-based song visualization using librosa

songvis

keplerphone

Musify your exoplanets

parameter optimization code for librosa

librosa_parameters

experiments in musical data augmentation

augment_music

pop2jazz

Pop to jazz converter

hcnn2

harmonic cnn

A plan for sustainable, community-driven evaluation of MIR methods

ismir2016_eval

A python module to manipulate default parameters of a module's functions

presets

Repo for my personal home page

bmcfee.github.io

HTML

seymour

Integrating gordon with librosa analysis

evaluation of onset functions for beat tracking

beat_onset

Fast-forwarding audio shortest path

graffw

Fulltext search of the million song dataset

msd_search

Audio feature extraction for fmri data

fmri_audio

lazyweb

A lightweight script to compile static websites with jinja2 and structured data

multiple instance attention with softmax aggregation

miasma

hamr_2014

Artist network analysis

Deep architecture plot rendering

dapr

Conveniently embed Youtube search results in IPython notebook

ipytube

Deprecated code for managing jobs on ucsd's FWgrid

fwgrid

MATLAB

e6891_demo

A demonstration repository for the reproducing computational results course

hypergraph_radio

Rdio-backed demo of hypergraph playlists

Analysis of discogs.com data

discogs_analysis

gaiatone

Sonifying space

various shell configurations

dotfiles

Shell

whattable

Post-industrial synthesizer

nyu-hpc

Helper utilities for interacting with hpc.nyu.edu