Lip reading has gained popularity due to the proliferation of emerging real-world
applications. This article provides a comprehensive review of benchmark datasets available …

Owing to the recent fuel in investigation of lip as a biometrics trait both in physiological and
behavioral aspect, and in healthcare application, it is imperative to comprehensively study …

Visual speech recognition is essential in understanding speech in several real-world
applications such as surveillance systems and aiding differently-abled. It proliferates the …

Authentication and confidentiality are critical elements in many systems, and passwords are
used to protect these systems. One way to enter the password into the system is via voice …

现有的唇语识别模型大多采用将单层的3 维卷积与2 维卷积神经网络结合的方式,
从唇语视频序列中挖掘出时空联合特征. 然而, 由于单层的3 维卷积不能很好地提取时间信息 …

Visual speech recognition (VSR) is a challenging task that aims to interpret speech based
solely on lip movements. However, although remarkable results have recently been reached …

Abstract Visual Speech Recognition (VSR) is an appealing technology for predicting and
analyzing spoken language based on lip movements. Previous research in this area has …

Thanks to the rise of deep learning and the availability of large-scale audio-visual
databases, recent advances have been achieved in Visual Speech Recognition (VSR) …

Visual speech recognition (VSR) is a challenging task that has received increasing interest
during the last few decades. Current state of the art employs powerful end-to-end …

Most of the existing lipreading models use a combination of single-layer 3D convolution and
2D convolutional neural networks to extract spatio-temporal joint features from lip video …