Audiovisual speech recognition based on a deep convolutional neural network

Audiovisual speech recognition based on a deep convolutional neural network

Audiovisual speech recognition is an emerging research topic. Lipreading is the recognition of what someone is saying using visual information, primarily lip movements. In this study, we created a custom dataset for Indian English linguistics and categorized it into three main categories: (1) audio...

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Bibliographic Details
Main Authors: Shashidhar Rudregowda, Sudarshan Patilkulkarni, Vinayakumar Ravi, Gururaj H.L., Moez Krichen
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2024-03-01
Series:Data Science and Management
Subjects:
Audiovisual speech recognition
Custom dataset
1D Convolution neural network (CNN)
Deep CNN (DCNN)
Long short-term memory (LSTM)
Lipreading
Online Access:http://www.sciencedirect.com/science/article/pii/S2666764923000450

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http://www.sciencedirect.com/science/article/pii/S2666764923000450

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