machine learning

Toolbox for IBP Coupled SPCM-CRP Hidden Markov Model. Also contains code for EM-based HMM learning and inference for Bayesian non-parametric HDP-HMM and IBP-HMM.

Implemented a Hidden Markov Model (HMM) for gestures recognition

Machine Learning with MATLAB

Matlab implementation of Hidden Markov Model in log scale

Matlab code with examples of algorithms I'm learning/testing

This repository is the MATLAB codes related to the following article: "Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel Prior"

Training a hidden Markov model through expectation-maximization, using Baum-Welch formulae, for applications in speech recognition

Anomaly Detection and Classification in Multispectral Time Series based on Hidden Markov Models

MATLAB codes for reproducing the paper "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging"

Hidden Markov Model for NER in MATLAB

ESE 650: Learning in Robotics, Project 3, Gesture Recognition using Hidden Markov Models and IMU Data

Designing and training probabilistic graphical models (MATLAB).

Hidden Markov Model algorithms

A MATLAB toolbox for HMMs, CHMMs & LSIMs in multi-channel data processing, modeling & classification

Code for lab session: Speech Processing. Aim: build a HMM to do Automatic Speech Recognition based on Dutch Digits.

Assignments and Projects, CS5691, IIT Madras

Predicting bug reassigned fields using stack traces and ensemble of multiple HMM classifiers.