ctralie/MusICTDA

Stars
1
Language
Java
License
Other
Created almost 10 years ago
Updated over 9 years ago

ctralie/MusICTDA

ctralie

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Music Innovation and Creativity with Topological Data Analysis

TDALabs

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

Jupyter Notebook

linmdtw

A linear memory, parallelizable algorithm for Dynamic Time Warping (DTW). Also contains cython implementations of FastDTW, and Memory-Restricted Multiscale DTW (MrMsDTW), and globally constrained DTW with the Sakoe-Chiba band (so-called "cdtw")

Jupyter Notebook

GraphDitty

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

PoissonImageEditing

A standalone poisson image editing implementation in Java. Used to blend together images seamlessly

pyhks

Simple dependency free Python library for the Heat Kernel Signature on triangle meshes

GeometricCoverSongs

Geometry features for block window cover song identification (a continuation of my ISMIR 2015 paper)

LetItBee

A Python Implementation of Driedger's "Let It Bee" Technique for Audio Mosaicing

FaceJam

Math412S2017

Code for John's students for delay reconstruction and fast Rips code with "Ripser" (courtesy of Uli Bauer)

G-RFLCT

Geometry Radio Frequency Library by Chris Tralie

SlidingWindowVideoTDA

Geom3D

Simple 3D Geometry Library for Python

PublicationsCode

Repository for housing all of the code used in my publications, for repeatiblity

radiosity

A simple, for-fun implementation of radiosity that uses rendered hemicubes for form factor computation and does rudimentary adaptive subdivision

LogbookOrganizer

Some scripts to help create a dynamic logbook in my own style with HTML pages from LaTeX source files

AudioCurveSteganography

Jupyter Notebook

Homology0D_Teaching

Teaching materials I used for John's topology class on 9/6/2018

Jupyter Notebook

pyImageAnalogies

AlphaAnim

Animations of alpha filtrations

ICERM2017TST

Summer @ICERM 2017 Time Series + Topology

DynamicsSynchronization

Jupyter Notebook

MIRAndImageTopology

Topological Analysis of Musical Data Inspired By Music Information Retrieval (MIR) Features

SloMoLoops

GeometricBeatTracking

Jupyter Notebook

SquarePuzzles

AudioBitSteganography

jsFaceJam

GeneralizedEdgeDetection

CoverSongSynthesis

EyeTracking

LoopDitty

Visualizing Music as a Geometric Curve

jsPianoKeysAnimation

GSPLib

Geometric Signal Processing Tools

TwistyTakens

Reverse Engineering Taken's Theorem

pySeqAlign

Algorithms for sequence alignment (e.g. DTW, Smith Waterman) in Cython

shapevocoders

GeometricModels

Multiscale Local Shape Analysis and Cover Trees for Stratified Spaces

Equidecomposability

Cutting shapes with the same area into little pieces that can be arranged into each other

AutismPeriodicities

pyMIRBasic

Basic MIR Features in Python, using only numpy/scipy as dependencies by default

FaceDeformation

WiMIR2019_HodgeRanking

HeartbeatTracking

SSMTW

NonrigidFusion

Jupyter Notebook

TDAActivityRecognition

Topological Data Analysis techniques for activity recognition

RealSenseAcquisition