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 …
Automatic Lip-Reading (ALR). Similarly to other computer vision applications, methods …
Review on research progress of machine lip reading
G Pu, H Wang - The Visual Computer, 2023 - Springer
Abstract Machine lip reading recognizes text content through the speaker's lip motion
information. Lip reading has significant research and application value. With the continuous …
information. Lip reading has significant research and application value. With the continuous …
Improved speaker independent lip reading using speaker adaptive training and deep neural networks
Recent improvements in tracking and feature extraction mean that speaker-dependent lip-
reading of continuous speech using a medium size vocabulary (around 1000 words) is …
reading of continuous speech using a medium size vocabulary (around 1000 words) is …
Cromm-vsr: Cross-modal memory augmented visual speech recognition
Visual Speech Recognition (VSR) is a task that recognizes speech from external
appearances of the face (, lips) into text. Since the information from the visual lip movements …
appearances of the face (, lips) into text. Since the information from the visual lip movements …
Towards estimating the upper bound of visual-speech recognition: The visual lip-reading feasibility database
A Fernandez-Lopez, O Martinez… - 2017 12th IEEE …, 2017 - ieeexplore.ieee.org
Speech is the most used communication method between humans and it involves the
perception of auditory and visual channels. Automatic speech recognition focuses on …
perception of auditory and visual channels. Automatic speech recognition focuses on …
Generating intelligible audio speech from visual speech
T Le Cornu, B Milner - IEEE/ACM Transactions on Audio …, 2017 - ieeexplore.ieee.org
This paper is concerned with generating intelligible audio speech from a video of a person
talking. Regression and classification methods are proposed first to estimate static spectral …
talking. Regression and classification methods are proposed first to estimate static spectral …
Decoding visemes: Improving machine lip-reading
To undertake machine lip-reading, we try to recognise speech from a visual signal. Current
work often uses viseme classification supported by language models with varying degrees …
work often uses viseme classification supported by language models with varying degrees …
A survey on mouth modeling and analysis for sign language recognition
E Antonakos, A Roussos… - 2015 11th IEEE …, 2015 - ieeexplore.ieee.org
Around 70 million Deaf worldwide use Sign Languages (SLs) as their native languages. At
the same time, they have limited reading/writing skills in the spoken language. This puts …
the same time, they have limited reading/writing skills in the spoken language. This puts …
An effective conversion of visemes to words for high-performance automatic lipreading
As an alternative approach, viseme-based lipreading systems have demonstrated promising
performance results in decoding videos of people uttering entire sentences. However, the …
performance results in decoding videos of people uttering entire sentences. However, the …
Large-scale unsupervised audio pre-training for video-to-speech synthesis
Video-to-speech synthesis is the task of reconstructing the speech signal from a silent video
of a speaker. Previous approaches train on data from almost exclusively audio-visual …
of a speaker. Previous approaches train on data from almost exclusively audio-visual …