Electromyogram-Based Lip-Reading via Unobtrusive Dry Electrodes and Machine Learning Methods.
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DOI: 10.1002/smll.202205058
Abstract: Lip-reading provides an effective speech communication interface for people with voice disorders and for intuitive human-machine interactions. Existing systems are generally challenged by bulkiness, obtrusiveness, and poor robustness against environmental interferences. The lack of a… read more here.
Keywords: machine learning; lip; electromyogram based; lip reading ... See more keywords
Intact lip-reading but weaker McGurk effect in individuals with high autistic traits
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DOI: 10.1080/20473869.2019.1699350
Abstract: A weaker McGurk effect is observed in individuals with autism spectrum disorder (ASD); weaker integration is considered to be the key to understanding how low-order atypical processing leads to the... read more here.
Keywords: weaker mcgurk; intact lip; lip reading; mcgurk effect ... See more keywords
A Lip Reading Method Based on 3D Convolutional Vision Transformer
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DOI: 10.1109/access.2022.3193231
Abstract: Lip reading has received increasing attention in recent years. It judges the content of speech based on the movement of the speaker’s lips. The rapid development of deep learning has promoted progress in lip reading.… read more here.
Keywords: reading method; lip reading; vision transformer; lip ... See more keywords
Adaptive Semantic-Spatio-Temporal Graph Convolutional Network for Lip Reading
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3102433
Abstract: The goal of this work is to recognize words, phrases, and sentences being spoken by a talking face without given the audio. Current deep learning approaches for lip reading focus on exploring the appearance and… read more here.
Keywords: network; semantic spatio; adaptive semantic; lip reading ... See more keywords
Reading strategies for the profoundly deaf Libras users: Benefits of speech and lip reading for strengthening linguistic skills
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DOI: 10.1590/1982-0275202037e190003
Abstract: Abstract To understand the reading strategies used by deaf students, two groups of profoundly deaf individuals were tested: Group 1: users of the Brazilian Sign Language and Group 2: users of the Brazilian Sign Language… read more here.
Keywords: profoundly deaf; speech lip; group; reading strategies ... See more keywords
Automatic Lip-Reading System Based on Deep Convolutional Neural Network and Attention-Based Long Short-Term Memory
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DOI: 10.3390/app9081599
Abstract: With the improvement of computer performance, virtual reality (VR) as a new way of visual operation and interaction method gives the automatic lip-reading technology based on visual features broad development prospects. In an immersive VR… read more here.
Keywords: neural network; automatic lip; lip; recognition ... See more keywords
Visual Lip Reading Dataset in Turkish
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DOI: 10.3390/data8010015
Abstract: The promised dataset was obtained from daily Turkish words and phrases pronounced by various people in videos posted on YouTube. The purpose of compiling the dataset was to provide a method for the detection of… read more here.
Keywords: dataset; lip reading; reading dataset; machine learning ... See more keywords