gmm

者也 - 知乎 倒立的文字 汉字验证码识别程序

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

HMM based on KMeans and GMM

经典机器学习算法的极简实现

machine learning algorithm

🔉 👦 👧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 clas…

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

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

an tutorial implement of voice conversion using pytorch

SpeakerVoiceIdentifier can recognize the voice of a speaker by learning.

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.

Speaker Recognition System using MFCC and GMM.

Voice biometric authentication PAM module for Linux