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 51–60 of 153 papers

TitleStatusHype
Integrating Persian Lip Reading in Surena-V Humanoid Robot for Human-Robot Interaction—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Contrastive Learning of Global and Local Video Representations—0
Fusing information streams in end-to-end audio-visual speech recognition—0
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition—0
GLaM-Sign: Greek Language Multimodal Lip Reading with Integrated Sign Language Accessibility—0
Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers—0
Finding phonemes: improving machine lip-reading—0
Facetron: A Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations—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