This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)

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

者也 - 知乎 倒立的文字 汉字验证码识别程序

Android Voice Activity Detection (VAD) library. Supports WebRTC VAD GMM, Silero VAD DNN, Yamnet VAD DNN models.

:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

HMM based on KMeans and GMM

A differentiable version of SPTK

经典机器学习算法的极简实现

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。

machine learning algorithm

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

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.

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

LiDAR-to-LiDAR Calibration

Code release for "An open-source robust machine learning platform for real-time detection and classification of 2D material flakes"

Voice biometric authentication PAM module for Linux

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.

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.

an tutorial implement of voice conversion using pytorch

iOS Voice Activity Detection (VAD). Supports WebRTC VAD GMM, Silero VAD DNN, Yamnet VAD DNN models.

10 digits recognition system based on DTW, HMM and GMM

Implementation of mutual learning model between VAE 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.

Pytorch implementation of same-family gaussian mixture models with guardrails. Features separable parameter optimization and singularity mitigation

Foundations of Machine Learning Course Materials.

package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net