Eye-to-text communication via advanced optimization techniques and artificial neural networks

MR Abbas, AH Mutlag, SK Gharghan… - AIP Conference …, 2024 - pubs.aip.org
This review paper finely analyzes eye-to-text communication and explores the development
and evaluation of an advanced eye-controlled communication system. The study focuses on …

Deep Learning and Ensemble Machine Learning for Bengali Vowel Recognition from Consonant Pronunciation using Face and Lip Images

AH Uddin, ASM Arif - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Phonetic feature identification, particularly vowels, is crucial for speech recognition systems.
Visual speech recognition in Bengali is a relatively unexplored area. This work focuses on …

Analyzing lip dynamics using sparrow search optimized BiLSTM classifier

S Sonawane, P Malathi - International Journal of Advanced …, 2024 - search.proquest.com
Applications involving voice-based automatic speech recognition (ASR) have recently
gained popularity. The voice-based applications fail in noisy backgrounds, overlapping …

Automated Lip Reading to Predict Visemes using Multimodal Convolutional Neural Network with Audio-Visual Features

K Mahboob, S Alam, M Abbas… - JOURNAL OF …, 2023 - ojs.ilmauniversity.edu.pk
The process of interpreting sentences based on the movements of a speaker's lips is
referred to as lip reading. Traditionally, this task has been approached in two stages using …