Projects in Awesome Lists tagged with dtw

https://github.com/tslearn-team/tslearn

The machine learning toolkit for time series analysis in Python

dtw dynamic-time-warping machine-learning machine-learning-algorithms machinelearning python time-series time-series-analysis time-series-classification time-series-clustering timeseries

Last synced: 13 May 2025

https://github.com/readbeyond/aeneas

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

alignment audio cli dtw espeak espeak-ng festival ffmpeg forced-alignment linux macos nlp python smil speech srt text text-to-speech tts windows

Last synced: 14 May 2025

https://github.com/pollen-robotics/dtw

DTW (Dynamic Time Warping) python module

distance distance-measures distance-metric dtw python

Last synced: 15 May 2025

https://github.com/wannesm/dtaidistance

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

c clustering distance-measure dtw dynamic-time-warping python timeseries

Last synced: 13 May 2025

https://github.com/mblondel/soft-dtw

Python implementation of soft-DTW.

dtw dynamic-time-warping neural-networks soft-dtw time-series

Last synced: 23 Oct 2025

https://github.com/hfawaz/bigdata18

Transfer learning for time series classification

deep-learning deep-neural-networks dtw dynamic-time-warping research-paper time-series-analysis time-series-classification transfer-learning

Last synced: 24 Aug 2025

https://github.com/asardaes/dtwclust

R Package for Time Series Clustering Along with Optimizations for DTW

clustering dtw time-series

Last synced: 19 Feb 2026

https://github.com/cjekel/similarity_measures

Quantify the difference between two arbitrary curves in space

curve distance dtw dynamic-time-warping fr-chet-distance frechet-distance measure python similarity-measures warping

Last synced: 15 May 2025

https://github.com/meinardmueller/libfmp

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

audio beat chord dtw f0 fourier hmm mir music nmf onset processing python retrieval synchronization tempo

Last synced: 16 May 2025

https://github.com/hfawaz/aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

convolutional-neural-networks data-augmentation deep-learning dtw dynamic-time-warping time-series-classification

Last synced: 16 Mar 2026

https://github.com/groupmm/synctoolbox

A Python toolbox with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)

chromagram dtw music onset python synchronization

Last synced: 08 Jun 2026

https://github.com/google-research/soft-dtw-divergences

An implementation of soft-DTW divergences.

dtw dynamic-time-warping soft-dtw time-series

Last synced: 24 Apr 2025

https://github.com/meinardmueller/synctoolbox

Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)

chromagram dtw music onset python synchronization

Last synced: 26 Jun 2025

https://github.com/lemire/lbimproved

Dynamic Time Warping (DTW) library implementing lower bounds (LB_Keogh, LB_Improved...)

c-plus-plus dtw lower-bounds warping

Last synced: 16 Mar 2025

https://github.com/statefb/dtwalign

Comprehensive dynamic time warping module for python

alignment distance-calculation distance-measures dtw python time-series

Last synced: 16 Jan 2026

https://github.com/mathquis/node-personal-wakeword

Personal wake word detector

dtw hotword-detection hotword-detector mfcc node wakeword

Last synced: 24 Oct 2025

https://github.com/eonu/sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

classification-algorithms dtw dynamic-time-warping hidden-markov-models hmm k-nearest-neighbor-classifier knn machine-learning multivariate-timeseries python sequence-classification sequential-patterns time-series time-series-classification variable-length

Last synced: 09 Oct 2025

https://github.com/stefantaubert/mel-cepstral-distance

A Python library for computing the Mel-Cepstral Distance (Mel-Cepstral Distortion, MCD) between two inputs. This implementation is based on the method proposed by Robert F. Kubichek in "Mel-Cepstral Distance Measure for Objective Speech Quality Assessment".

cepstral distance distortion divergence dtw dynamic-time-warping language linguistics mcd mel mfcc objective-evaluation spectrogram spectrum speech-quality speech-synthesis text-to-speech tts voice-cloning

Last synced: 28 Jul 2025

https://github.com/cjekel/dtw_cpp

Dynamic Time Warping single header library for C++

cpp11 dtw dynamic-time-warping similarity-measures single-header

Last synced: 15 Apr 2025

https://github.com/thedevstone/Jestures

A simple framework for gesture recognition in Java

bintray demo dtw dynamic-time-warping eclipse eclipse-plugin findbugs gesture-recognition ivy java java-8 javadoc kinect kinect-sensor kinect-v2 kinect2 knn-algorithm knn-classification microsoft pmd

Last synced: 16 Jul 2025

https://github.com/thedevstone/jestures

A simple framework for gesture recognition in Java

bintray demo dtw dynamic-time-warping eclipse eclipse-plugin findbugs gesture-recognition ivy java java-8 javadoc kinect kinect-sensor kinect-v2 kinect2 knn-algorithm knn-classification microsoft pmd

Last synced: 10 Apr 2025

https://github.com/wildboar-foundation/wildboar

wildboar is a Python module for temporal machine learning

cython distance-measures dtw dynamic-time-warping euclidean-distances machine-learning numpy python scipy timeseries

Last synced: 01 Aug 2025

https://github.com/farzadforuozanfar/speech-recognition

I recorded 10 voices with the same words from myself and compared them with another 10 words from another person. I was able to find a threshold level that acknowledges and recognizes my own voice.

distance dtw dtw-algorithm jupyter-notebook python3 speech-processing speech-recognition speech-to-text

Last synced: 12 Apr 2025

https://github.com/fl33tw00d/rustdtw

Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).

dtw dynamic-time-warping fmri neuroscience nilearn rust timeseries

Last synced: 10 Aug 2025

https://github.com/sherry-xll/digital-recognition-dtw_hmm_gmm

10 digits recognition system based on DTW, HMM and GMM

dtw gmm hmm python spoken-language-processing

Last synced: 04 Nov 2025

https://github.com/zkan/dynamic-time-warping

Dynamic Time Warping code in C/C++

c-plus-plus dtw dynamic-time-warping

Last synced: 19 Aug 2025

https://github.com/titu1994/dtw-numba

Implementation of Dynamic Time Warping algorithm with speed improvements based on Numba.

dtw numba timeseries warping

Last synced: 11 Apr 2025

https://github.com/vivekmahato/mlots

mlots is python package that provides Machine Learning tools for Time-Series Classification.

approximate-nearest-neighbor-search classification dtw machine-learning minirocket nearest-neighbors time-series

Last synced: 08 Apr 2026

https://github.com/chanioxaris/locality-sensitive-hashing

Experimental implementation of the paper 'Locality-Sensitive Hashing of Curves' published by A. Driemel and F. Silvestri

bucket concatenation dtw dynamic-time-warping frechet-distance hash-functions hash-tables lsh nearest-neighbor-search

Last synced: 30 Apr 2025

https://github.com/heshanera/dtw

Dynamic Time Warping Algorithm can be used to measure similarity between 2 time series. Objective of the algorithm is to find the optimal global alignment between the two time series, by exploiting temporal distortions between the 2 time series.

dtw dynamic-time-warping time-series

Last synced: 13 Apr 2025

https://github.com/eonu/fsdd

Approximate Dynamic Time Warping (+kNN) and BiLSTM-RNN approaches to isolated word recognition on the Free Spoken Digit Dataset.

audio-classification dtw dynamic-time-warping free-spoken-digit-dataset fsdd k-nearest-neighbors knn long-short-term-memory lstm mel-frequency-cepstral-coefficients mfcc-features pytorch sequence-classification variable-length-data

Last synced: 09 May 2025

https://github.com/zekeriyyaa/anomaly-detection-based-on-clustering-of-mobile-robot-data

We proposed a new approach to detect anomalies of mobile robot data. We investigate each data seperately with two clustering method hierarchical and k-means. There are two sub-method that we used for produce an anomaly score. Then, we merge these two score and produce merged anomaly score as a result.

agv anomaly clustering currency dtw dynamic-time-warping feature-extraction hierarchical-clustering k-means-clustering mobile-robots normalization python robotics time-series-analysis time-series-data vibration

Last synced: 15 May 2026

https://github.com/dizcza/cdtw-python

The simplest Dynamic Time Warping in C with Python bindings

dtw dynamic-time-warping

Last synced: 09 Mar 2026

https://github.com/pprattis/automatic-speech-recognision-system-asr

A python script that implements an automatic speech recognision system.

asr automatic-speech-recognition computer-science dtw dynamic-time-warping fir-filter librosa mel-frequency-cepstral-coefficients mfcc nyquist program python short-time-fourier-transform short-time-signal-analysis signal signal-processing student

Last synced: 07 Sep 2025

https://github.com/xenia101/kestrox

⌨️ Keystroke Dynamics open srouce library

dtw dtw-algorithm k-means k-means-clustering keystroke-dynamics keystrokes knn library machine-learning pandas python-library python3

Last synced: 02 May 2026

https://github.com/pprattis/automatic-speech-recognision-system-ASR

A python script that implements an automatic speech recognision system.

asr automatic-speech-recognition computer-science dtw dynamic-time-warping fir-filter librosa mel-frequency-cepstral-coefficients mfcc nyquist program python short-time-fourier-transform short-time-signal-analysis signal signal-processing student

Last synced: 28 Sep 2025

https://github.com/saimgulay/unity-rtml-toolkit

🎛️ Real-Time ML in Unity. RTML Tool Kit is a lightweight, OSC-controllable machine learning framework for Unity, supporting Linear Regression, KNN, and DTW — designed for Mixed Reality and mobile deployment.

android artificial-intelligence audio-visual dtw knn-classification linear-regression machine-learning mixed-reality osc unity