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This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.
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.
Custom TensorFlow2 implementations of forward and backward computation of soft-DTW algorithm in batch mode.
Pre-processing methods for mHealth and wearables data.
A package for performing time series classification in Weka.
Well logs correlation using dynamic time warping
Implementation of Speech Recognition System in MATLAB Environment using Correlation as well as using MFCC and DTW Algorithms.
FastDtw Implementation in C# focused on performance
DTW based Text-Dependent Speaker Verification on ESP-EYE
Aligning Music with Dynamic Time Warping Algorithm: Algorithmics (MTAT.03.238, 6 ECTS) course project
Pose similarity between two videos (alphapose)
We are given 2 different problems to solve. 1. Isolated spoken digit recognition 2. Telugu Handwritten character recognition Both these datasets were given as a time series. 2 different methods were used to solve each of the problem: 1. Dynamic Time Warping 2. Hidden Markov Models
Sales Time Series Forecasting using Machine Learning Techniques (Random Forest, XGBoost, Stacked Ensemble Regressor)
An application that automatically scores your mimics
New scalable Time Series classification developed in Python.
App that displays the current position in musical sheets based on the recorded monochrome sound
MNIST Classifier based on Dynamic time warping
TSGEM_Clustering can identify pattern changes of gene expression over time
Code used to recreate the experiments in the paper 'Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine Learning', published in Frontiers Astronomy and Space Sciences.
Data analysis and integration of several transcriptomics studies to uncover genes and co-expression networks associated with the ageing process.
Dynamic time warping and calculation of optimal warp path
Artificial Intelligence course project - IIIT Delhi CSE643
Code for the paper "Ultra-responsive, low-dimensional unfamiliar movement sonification guides unconstrained reaches to invisible targets in 3D space"
Mobile and Web speech rehabilitation application for Arabic language speakers
Classification of time series from ECG with different machine learning algorithms.
Dynamic Time Warping (DTW) to find dynamic lags between 2 time series
my ML master thesis (Department of Computer Science & Engineering University of Ioannina)
Second Assignment for Speech Recognition class where we used DTW (Dynamic Time Warping) algorithm to detect which digit is the input sound or whether given sound is even a digit.
Project for Speech Recognition class where we used Convolutional Neural Networks combined with DTW (Dynamic Time Warping) algorithm to recognize commands from the input sound and execute the command in the small GUI app.
The target dataset is aligned to the reference dataset using a time series alignment method called "Dynamic Time Warping" (DTW).The One-Class classifier model was effectively utilized in accurately classifying defect-free and defective fabrics.
Mobile and Web speech rehabilitation application for Arabic language speakers
The script generates two signals with different frequencies and align them in a time domain by computing distance matrix