Lip_Reaing

dlib 

get_frontal_face_detector()

Training a custom dlib shape predictor

shape_predictor('dlib/shape_predictor_68_face_landmarks.dat')

Face detection with dlib (HOG and CNN)

Python dlib.shape_predictor() Examples

How to use the dlib.shape_predictor function in dlib

OpenCV Object Detection

Cascade Classifier

Detecting a mouth

Githup

https://github.com/mpc001/end-to-end-lipreading

Audio-Video Speech Recognition

The Oxford-BBC Lip Reading in the Wild (LRW) Dataset

The Oxford-BBC Lip Reading Sentences 2 (LRS2) Dataset

Lip Reading Sentences 3 (LRS3) Dataset

Lip Reading Datasets

Lip Reading in the Wild and Lip Reading Sentences in the Wild Datasets

Rob Cooper

Lip Reading Using Computer Vision and Deep Learning

Lip Reader using CNN +LSTM

Deep Lip Reading: A comparison of models and an online application

CNN Architectures

VGG-M Model:  ex. VGG-16

VGG-NETS - PyTorch

Speech Recognition Toolkits

Kaldi

HTK

CMUSphinx

Temporal Convolutional Networks

GitHub

Lipreading using Temporal Convolutional Networks

Paper

LIPREADING USING TEMPORAL CONVOLUTIONAL NETWORKS 

END-TO-END AUDIOVISUAL SPEECH RECOGNITION

將 PyTorch 定型模型轉換為 ONNX

How can we convert a .pth model into .pb file?

Datasets

Lip Reading Datasets

CAS-VSR-W1k (LRW-1000)

Flow Sensor

DIY connector for the SFM3300 Mass Flow Meter

SFM3xxx-AW/D

SFM3300-AW