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 81–90 of 153 papers

TitleStatusHype
Some observations on computer lip-reading: moving from the dream to the reality—0
Spatio-Temporal Attention Mechanism and Knowledge Distillation for Lip Reading—0
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading—0
Spatio-temporal Transformers for Action Unit Classification with Event Cameras—0
Speaker-independent machine lip-reading with speaker-dependent viseme classifiers—0
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model—0
Streaming Audio-Visual Speech Recognition with Alignment Regularization—0
Sub-word Level Lip Reading With Visual Attention—0
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer—0
Synthesising 3D Facial Motion from "In-the-Wild" Speech—0
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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