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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 153 papers

TitleStatusHype
Facetron: A Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations—0
Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading—0
LiRA: Learning Visual Speech Representations from Audio through Self-supervision—0
Multi-Perspective LSTM for Joint Visual Representation LearningCode0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks—0
Fusing information streams in end-to-end audio-visual speech recognition—0
Lip reading using external viseme decoding—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention—0
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature MovementsCode0
Disentangling Homophemes in Lip Reading using Perplexity Analysis—0
A Study on Lip Localization Techniques used for Lip reading from a Video—0
Synchronous Bidirectional Learning for Multilingual Lip ReadingCode0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision—0
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading—0
Re-synchronization using the Hand Preceding Model for Multi-modal Fusion in Automatic Continuous Cued Speech Recognition—0
ASR is all you need: cross-modal distillation for lip reading—0
Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers—0
Towards Pose-invariant Lip-Reading—0
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading—0
Multi-Grained Spatio-temporal Modeling for Lip-reading—0
A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading—0
Realistic Speech-Driven Facial Animation with GANs—0
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices—0
Synthesising 3D Facial Motion from "In-the-Wild" Speech—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