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 31–40 of 153 papers

TitleStatusHype
Selective Listening by Synchronizing Speech with LipsCode1
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition—0
Contrastive Learning of Global and Local Video Representations—0
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
Advances and Challenges in Deep Lip Reading—0
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments—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
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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