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
Training Strategies for Improved Lip-readingCode2
Visual Speech Recognition in a Driver Assistance System—0
Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale—0
Speaker-adaptive Lip Reading with User-dependent PaddingCode0
Lip-Listening: Mixing Senses to Understand Lips using Cross Modality Knowledge Distillation for Word-Based Models—0
Learning Speaker-specific Lip-to-Speech Generation—0
RUSAVIC Corpus: Russian Audio-Visual Speech in Cars—0
Expression-preserving face frontalization improves visually assisted speech processing—0
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip ReadingCode1
Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face VideoCode1
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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