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 131–140 of 153 papers

TitleStatusHype
Deep Lip Reading: a comparison of models and an online application—0
Lip Reading Using Convolutional Auto Encoders as Feature Extractor—0
End-to-End Speech-Driven Facial Animation with Temporal GANsCode1
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion—0
Deep Learning for Lip Reading using Audio-Visual Information for Urdu Language—0
Lip2AudSpec: Speech reconstruction from silent lip movements videoCode0
Some observations on computer lip-reading: moving from the dream to the reality—0
Decoding visemes: improving machine lipreading—0
Which phoneme-to-viseme maps best improve visual-only computer lip-reading?—0
Speaker-independent machine lip-reading with speaker-dependent viseme classifiers—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