Survey on automatic lip-reading in the era of deep learning

A Fernandez-Lopez, FM Sukno - Image and Vision Computing, 2018 - Elsevier
In the last few years, there has been an increasing interest in developing systems for
Automatic Lip-Reading (ALR). Similarly to other computer vision applications, methods …

A review of recent advances in visual speech decoding

Z Zhou, G Zhao, X Hong, M Pietikäinen - Image and vision computing, 2014 - Elsevier
Visual speech information plays an important role in automatic speech recognition (ASR)
especially when audio is corrupted or even inaccessible. Despite the success of audio …

Large-scale visual speech recognition

B Shillingford, Y Assael, MW Hoffman, T Paine… - arXiv preprint arXiv …, 2018 - arxiv.org
This work presents a scalable solution to open-vocabulary visual speech recognition. To
achieve this, we constructed the largest existing visual speech recognition dataset …

Lip image segmentation based on a fuzzy convolutional neural network

C Guan, S Wang, AWC Liew - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Research has shown that the human lip and its movements are a rich source of information
related to speech content and speaker's identity. Lip image segmentation, as a fundamental …

Fine-grained lip image segmentation using fuzzy logic and graph reasoning

L Yang, S Wang, AWC Liew - IEEE Transactions on Fuzzy …, 2023 - ieeexplore.ieee.org
Fine-grained lip image segmentation plays a critical role in downstream tasks, such as
automatic lipreading, as it enables the accurate identification of inner mouth components …

Inferring statistically significant hidden markov models

L Yu, JM Schwier, RM Craven… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Hidden Markov models (HMMs) are used to analyze real-world problems. We consider an
approach that constructs minimum entropy HMMs directly from a sequence of observations …

A novel lip reading algorithm by using localized ACM and HMM: Tested for digit recognition

SS Morade, S Patnaik - optik, 2014 - Elsevier
Lip contour tracking is an integral part of lip reading application. Fast and accurate lip
tracking is an important step in lip reading. This paper uses a novel active contour model for …

Development of novel lip-reading recognition algorithm

BS Lin, YH Yao, CF Liu, CF Lien, BS Lin - IEEE Access, 2017 - ieeexplore.ieee.org
Total laryngectomy is a common treatment for patients with advanced laryngeal and
hypopharyngeal cancer, but it is also a result from the loss of the natural voice and directly …

[PDF][PDF] 唇语识别的视觉特征提取方法综述

马金林, 巩元文, 马自萍, 陈德光, 朱艳彬… - 计算机科学与 …, 2021 - scholar.archive.org
现有唇语识别研究多专注于提高识别精度, 研究多模态输入特征等方面, 对提高唇部视觉特征的
有效性关注不多. 而唇部的视觉信息在视觉语音识别和唇语识别中起着关键作用 …

Lip Feature Disentanglement for Visual Speaker Authentication in Natural Scenes

Y He, L Yang, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recent studies have shown that lip shape and movement can be used as an effective
biometric feature for speaker authentication. By using random prompt text scheme, lip-based …