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Visual Speech Recognition

4 papers with code · Speech
Subtask of Speech Recognition

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Combining Residual Networks with LSTMs for Lipreading

12 Mar 2017mpc001/end-to-end-Lipreading

We propose an end-to-end deep learning architecture for word-level visual speech recognition.

LIPREADING VISUAL SPEECH RECOGNITION

Deep word embeddings for visual speech recognition

30 Oct 2017tstafylakis/Lipreading-ResNet

In this paper we present a deep learning architecture for extracting word embeddings for visual speech recognition.

LIPREADING VISUAL SPEECH RECOGNITION WORD EMBEDDINGS

LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild

16 Oct 2018Fengdalu/Lipreading-DenseNet3D

It has shown a large variation in this benchmark in several aspects, including the number of samples in each class, video resolution, lighting conditions, and speakers' attributes such as pose, age, gender, and make-up.

LIPREADING VISUAL SPEECH RECOGNITION

Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition

29 Jan 2019midas-research/DECA

To solve this problem, we present a novel approach to zero-shot learning by generating new classes using Generative Adversarial Networks (GANs), and show how the addition of unseen class samples increases the accuracy of a VSR system by a significant margin of 27% and allows it to handle speaker-independent out-of-vocabulary phrases.

VISUAL SPEECH RECOGNITION ZERO-SHOT LEARNING