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 121–130 of 153 papers

TitleStatusHype
Realistic Speech-Driven Facial Animation with GANs—0
Relaxed Attention for Transformer Models—0
Resolution limits on visual speech recognition—0
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion—0
Re-synchronization using the Hand Preceding Model for Multi-modal Fusion in Automatic Continuous Cued Speech Recognition—0
Robust Multi-Modal Speech In-Painting: A Sequence-to-Sequence Approach—0
A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading—0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision—0
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory—0
Some observations on computer lip-reading: moving from the dream to the reality—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