Speaker independent VSR: A systematic review and futuristic applications

P Nemani, GS Krishna, K Supriya, S Kumar - Image and Vision Computing, 2023 - Elsevier
Speaker-independent visual speech recognition (VSR) is a complex task that involves
identifying spoken words or phrases from video recordings of a speaker's facial movements …

Analyzing lower half facial gestures for lip reading applications: Survey on vision techniques

SJ Preethi - Computer Vision and Image Understanding, 2023 - Elsevier
Lip reading has gained popularity due to the proliferation of emerging real-world
applications. This article provides a comprehensive review of benchmark datasets available …

Deep learning-based holistic speaker independent visual speech recognition

P Nemani, GS Krishna, N Ramisetty… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
From a broader perspective, the objective of visual speech recognition (VSR) is to
comprehend the speech spoken by an individual using visual deformations. However, some …

Research on a Lip Reading Algorithm Based on Efficient-GhostNet

G Zhang, Y Lu - Electronics, 2023 - mdpi.com
Lip reading technology refers to the analysis of the visual information of the speaker's mouth
movements to recognize the content of the speaker's speech. As one of the important …

[PDF][PDF] HLR-net: a hybrid lip-reading model based on deep convolutional neural networks

AM Sarhan, NM Elshennawy… - … , Materials and Continua, 2021 - cdn.techscience.cn
Lip reading is typically regarded as visually interpreting the speaker's lip movements during
the speaking. This is a task of decoding the text from the speaker's mouth movement. This …

Deep hybrid architectures and DenseNet35 in speaker-dependent visual speech recognition

PJ Seegehalli, BN Krupa - Signal, Image and Video Processing, 2024 - Springer
Visual speech recognition (VSR) translates the visual speech cues into transcription.
Speaker-dependent VSR (SD-VSR) can be used for authentication and secure human …

A Chinese Lip‐Reading System Based on Convolutional Block Attention Module

Y Lu, Q Xiao, H Jiang - Mathematical Problems in Engineering, 2021 - Wiley Online Library
In recent years, deep learning has already been applied to English lip‐reading. However,
Chinese lip‐reading starts late and lacks relevant dataset, and the recognition accuracy is …

Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey

P Nemani, GS Krishna, S Kundrapu - arXiv preprint arXiv:2306.08314, 2023 - arxiv.org
Speaker-independent VSR is a complex task that involves identifying spoken words or
phrases from video recordings of a speaker's facial movements. Over the years, there has …

AI LipReader-Transcribing Speech from Lip Movements

D Ajitha, D Dutta, F Saha, P Giri… - … Conference on Emerging …, 2024 - ieeexplore.ieee.org
Lip Reading AI is a discipline that is rapidly changing and has numerous applications in
security, accessibility and human-computer interaction. This paper proposes a model which …

Mute Mate: An Advanced Lip-Reading Solution for Mute Participants in Virtual Conferences

A Agrawal, A Kumar - Congress on Intelligent Systems, 2023 - Springer
Mute Mate is a lip-reading system that has been developed to aid mute individuals during
online conferences. With the rising popularity of virtual and remote communication, the need …