GMM-EM-VB

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

者也 - 知乎 倒立的文字 汉字验证码识别程序

基于Flask Web的中文自动语音识别演示系统,包含语音识别、语音合成、声纹识别之说话人识别。

R code for Time Series Analysis and Its Applications, Ed 4

R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R

Python implementation of EM algorithm for GMM. And visualization for 2D case.

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

:sound: :boy: :girl: :woman: :man: Speaker identification using voice MFCCs and GMM

Implementation of a model to make VAE and GMM train from each other

Image segmentation using the EM algorithm that relies on a GMM for intensities and a MRF model on the labels. Based on "Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm" (Zhang, Y et al.)