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 1–10 of 153 papers

TitleStatusHype
GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face SynthesisCode4
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech ProcessingCode3
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster PredictionCode2
Training Strategies for Improved Lip-readingCode2
Seeing What You Said: Talking Face Generation Guided by a Lip Reading ExpertCode2
Deep Audio-Visual Speech RecognitionCode1
Contrastive Learning of Global-Local Video RepresentationsCode1
Deformation Flow Based Two-Stream Network for Lip ReadingCode1
Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech RecognitionCode1
End-to-end Audio-visual Speech Recognition with ConformersCode1
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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