SOTAVerified

Lip Reading

Lip Reading is a task to infer the speech content in a video by using only the visual information, especially the lip movements. It has many crucial applications in practice, such as assisting audio-based speech recognition, biometric authentication and aiding hearing-impaired people.

Source: Mutual Information Maximization for Effective Lip Reading

Papers

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Showing 121–130 of 153 papers

TitleStatusHype
Realistic Speech-Driven Facial Animation with GANs—0
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices—0
Synthesising 3D Facial Motion from "In-the-Wild" Speech—0
Learning from Videos with Deep Convolutional LSTM Networks—0
An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition—0
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the WildCode0
Deep Audio-Visual Speech RecognitionCode1
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments—0
Lip-Reading Driven Deep Learning Approach for Speech Enhancement—0
Talking Face Generation by Adversarially Disentangled Audio-Visual RepresentationCode0
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All datasetsGRID corpus (mixed-speech)LRWTCD-TIMIT corpus (mixed-speech)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Lip2WavWER14.08—Unverified
#ModelMetricClaimedVerifiedStatus
1Lip2WavWER34.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Lip2WavWER31.26—Unverified