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dtw
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52 search results found
Tslearn
⭐
2,769
The machine learning toolkit for time series analysis in Python
Aeneas
⭐
2,079
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
Dtw
⭐
1,064
DTW (Dynamic Time Warping) python module
Dtaidistance
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964
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
Fastdtw
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666
A Python implementation of FastDTW
Pytorch Softdtw Cuda
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359
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
Soft Dtw
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235
Python implementation of soft-DTW.
Bigdata18
⭐
230
Transfer learning for time series classification
Similarity_measures
⭐
227
Quantify the difference between two arbitrary curves in space
Dtw Python
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224
Python port of R's Comprehensive Dynamic Time Warp algorithms package
Libfmp
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156
libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)
Python_sound_open
⭐
155
语音信号处理试验教程,Python代码
Affinewarp
⭐
150
An implementation of piecewise linear time warping for multi-dimensional time series alignment
Pdformer
⭐
98
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Synctoolbox
⭐
87
Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)
Dtwalign
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85
Comprehensive dynamic time warping module for python
Aaltd18
⭐
80
Data augmentation using synthetic data for time series classification with deep residual networks
Soft Dtw Divergences
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75
An implementation of soft-DTW divergences.
Pytorch Softdtw
⭐
72
An implementation of SoftDTW for PyTorch.
Mcd
⭐
62
Mel cepstral distortion (MCD) computations in python.
Sequentia
⭐
48
HMM and DTW-based sequence machine learning algorithms in Python following an sklearn-like interface.
Simpledtw
⭐
43
A Python implementation and API for the Dynamic Time Warping (DTW) algorithm
Dtwco
⭐
37
dtwco: constrained Dynamic Time Warping implementation in python
Wildboar
⭐
27
wildboar is a Python module for temporal machine learning
Trajectory Analysis And Classification In Python Pandas And Scikit Learn
⭐
25
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.
Dat Texture Wizard
⭐
23
Texture and Disc Manager for SSBM and other GC/Wii games.
Dtw_digital_voice_recognition
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21
基于DTW与MFCC特征进行数字0-9的语音识别,DTW,MFCC,语音识别,中英数据,端点检测,D Voice Recognition。
Dtw
⭐
20
Dynamic Time Warping in Python / C (using ctypes)
Hotworddetection
⭐
20
Course project for SDES-2016, IITB
Tam
⭐
19
Time Alignment Measurement for Time Series
Speech_dtw
⭐
18
Dynamic time warping (DTW) functions for specifically speech alignment.
Soft Dtw Loss
⭐
18
PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
Fast Parallel Dtw Knn Python
⭐
17
A fast and parallel implementation of the k-Nearest-Neighbour Search under the Dynamic Time Warping Metric
Dtw Features Cnn
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17
Introducing Local Distance-based Features to Temporal Convolutional Neural Networks (ICFHR 2018)
Dtw_kmedoids
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15
Multivariate time series clustering using Dynamic Time Warping (DTW) and k-mediods algorithm
Speech Recognition
⭐
14
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.
Music_retrieve
⭐
12
A music retrieve demo in Python
Dtwpy
⭐
12
Asr
⭐
11
A Python 2.7 implementation of Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms for Automated Speech Recognition (ASR).
Speech_signal_processing
⭐
11
Theanobatchdtw
⭐
10
A batch (multiple concurrent sequence pairs) implementation of Dynamic Time Warping (DTW) in Theano
Dynamic_time_warping
⭐
9
Spark (PySpark) script that applies dynamic time warping to Energy usage data (using the python fastdtw package)
Air Pollution Prediction
⭐
8
Motionml
⭐
8
Motion pattern recognition using KNN-DTW and classifiers from TinyLearn
Dtw_physionet2016
⭐
8
Dynamic Time Warping algorithm for the Physionet Challenge 2016
Awarp
⭐
8
Python implementation of AWarp algorithm
Ventmode
⭐
7
Reproducible ventilation mode machine learning.
Abnet
⭐
7
ABNet is a "same/different"-based loss trained neural net.
Dtw D0rk Th3 W0rld
⭐
6
An tool that make google dorks available to all command-line programs .
Dtw Numba
⭐
6
Implementation of Dynamic Time Warping algorithm with speed improvements based on Numba.
Cairo Lfd
⭐
6
Learnning from demonstration (lfd) packages supporting robotic kinesthetic learning from demonstration.
Conffuse
⭐
5
Accent Trainer
⭐
5
Flask webapp/endpoint that compares the user's speech with different accents and assigns similarity scores based on speed, voice (DTW/MFCC), and accuracy. The accents are generated from Amazon Polly and accuracy analysis using Bing Speech API speech to text.
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