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 61–70 of 153 papers

TitleStatusHype
Facetron: A Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations—0
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments—0
Expression-preserving face frontalization improves visually assisted speech processing—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition—0
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices—0
Enhancing Speech-Driven 3D Facial Animation with Audio-Visual Guidance from Lip Reading Expert—0
Enhancing Lip Reading with Multi-Scale Video and Multi-Encoder—0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks—0
Clean Text and Full-Body Transformer: Microsoft's Submission to the WMT22 Shared Task on Sign Language Translation—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