gmm

者也 - 知乎 倒立的文字 汉字验证码识别程序

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

HMM based on KMeans and GMM

machine learning algorithm

经典机器学习算法的极简实现

🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

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。

This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1

Gaussian mixture model for incomplete (missing or truncated) and noisy data

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

This VAD library can process audio in real-time utilizing GMM which helps identify presence of human speech in an audio sample that contains a mixture of speech and noise.

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).

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.

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob

SpeakerVoiceIdentifier can recognize the voice of a speaker by learning.

🔉 👦 👧 👩 👨 Speaker identification using voice MFCCs and GMM

an tutorial implement of voice conversion using pytorch

Implementations of machine learning algorithm by Python 3

color_cloth gets the main colors and its proportions from a cloth image ignoring the background, it uses the EM algorithm from OpenCV library, the algorithm needs an image with an item in the center of the picture.

The phoneme classification code for EUSIPCO 2017 paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

Voice biometric authentication PAM module for Linux

A RESTFUL API implementation of an authentification system using voice fingerprint

codes for MMPM (TIP2018)

Speaker Recognition System using MFCC and GMM.

Intelligent monitoring of escalator.Function including traffic statistics,passenger retention detection and large object retention detection in escalator floor board. As well as human keypoints extraction and tracking in elevator.

Project code for "Direct Fitting of Gaussian Mixture Models"

A toolbox for inference of mixture models

A LibreOffice Calc extension that clusters the rows in a table and color them to indicate the clusters.

Anomaly Detection in Network Traffic using different clustering algorithm.

Gaussian Mixture Model clustering using OpenCv Expectation Maximization implementation