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
A Study on Lip Localization Techniques used for Lip reading from a Video—0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model—0
ASR is all you need: cross-modal distillation for lip reading—0
Disentangling Homophemes in Lip Reading using Perplexity Analysis—0
Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading—0
A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning—0
Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping—0
Development and evaluation of a deep learning algorithm for German word recognition from lip movements—0
A large-scale multimodal dataset of human speech recognition—0
Definition of Visual Speech Element and Research on a Method of Extracting Feature Vector for Korean Lip-Reading—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