[HTML][HTML] Turkish lip-reading using Bi-LSTM and deep learning models
Ü Atila, F Sabaz - Engineering Science and Technology, an International …, 2022 - Elsevier
In recent years, lip-reading has been one of the studies whose importance has increased
considerably, especially with the spread of deep learning applications. In this topic …
considerably, especially with the spread of deep learning applications. In this topic …
E2E-V2SResNet: Deep residual convolutional neural networks for end-to-end video driven speech synthesis
Speechreading which infers spoken message from a visually detected articulated facial
trend is a challenging task. In this paper, we propose an end-to-end ResNet (E2E-ResNet) …
trend is a challenging task. In this paper, we propose an end-to-end ResNet (E2E-ResNet) …
Chinese lip-reading research based on ShuffleNet and CBAM
Y Fu, Y Lu, R Ni - Applied Sciences, 2023 - mdpi.com
Lip reading has attracted increasing attention recently due to advances in deep learning.
However, most research targets English datasets. The study of Chinese lip-reading …
However, most research targets English datasets. The study of Chinese lip-reading …
Constructed model for micro-content recognition in lip reading based deep learning
Communication between human beings has several ways, one of the most known and used
is speech, both visual and acoustic perceptions sensory are involved, because of that, the …
is speech, both visual and acoustic perceptions sensory are involved, because of that, the …
Enhancing Arabic Speaker Identification through Lip Movement Analysis and Deep Representation Learning
Speaker identification plays a vital role in various real-life applications, including personal
safety systems and human-computer interaction. This study presents a novel approach to …
safety systems and human-computer interaction. This study presents a novel approach to …
Urdu Lip Reading Systems for Digits in Controlled and Uncontrolled Environment
Lip reading technology can significantly benefit various domains, such as enhancing
communication for the deaf, assisting in noisy environments, and improving security with …
communication for the deaf, assisting in noisy environments, and improving security with …
Arabic Lip Reading with Limited Data Using Deep Learning
Z Jabr, S Etemadi, N Mozayani - IEEE Access, 2024 - ieeexplore.ieee.org
Two main challenges faced by deep learning systems are related to the amount of data and
the complexity of the model concerning the number and type of layers and the number of …
the complexity of the model concerning the number and type of layers and the number of …
A novel framework using 3D-CNN and BiLSTM model with dynamic learning rate scheduler for visual speech recognition
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 …
analyzing spoken language based on lip movements. Previous research in this area has …
LipSyncNet: A Novel Deep Learning Approach for Visual Speech Recognition in Audio-Challenged Situations
SAA Jeevakumari, K Dey - IEEE Access, 2024 - ieeexplore.ieee.org
In recent lip-reading technologies, deep learning methodologies have emerged as the key,
transcending the limitations of traditional hybrid Deep Neural Network-Hidden Markov …
transcending the limitations of traditional hybrid Deep Neural Network-Hidden Markov …
Automatic Lip Reading of Persian Words by a Robotic System Using Deep Learning Algorithms
To perform a sign properly and accurately in Iranian Sign Language, the lips must move
dynamically in addition to the fingers and hands moving. The current study aims to develop …
dynamically in addition to the fingers and hands moving. The current study aims to develop …