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 21–30 of 153 papers

TitleStatusHype
Enhancing Lip Reading with Multi-Scale Video and Multi-Encoder—0
Landmark-Guided Cross-Speaker Lip Reading with Mutual Information Regularization—0
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech ProcessingCode3
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading—0
Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition—0
Neural Text to Articulate Talk: Deep Text to Audiovisual Speech Synthesis achieving both Auditory and Photo-realismCode1
Do VSR Models Generalize Beyond LRS3?Code1
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
DualTalker: A Cross-Modal Dual Learning Approach for Speech-Driven 3D Facial AnimationCode0
Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-ReadingCode0
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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