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 26–50 of 153 papers

TitleStatusHype
SelfTalk: A Self-Supervised Commutative Training Diagram to Comprehend 3D Talking FacesCode1
Learning Individual Speaking Styles for Accurate Lip to Speech SynthesisCode1
Lip-reading with Densely Connected Temporal Convolutional NetworksCode1
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech DatasetCode1
Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face VideoCode1
LipVoicer: Generating Speech from Silent Videos Guided by Lip ReadingCode1
Transforming faces into video stories -- VideoFace2.0Code0
Audio-Visual Speech Recognition based on Regulated Transformer and Spatio-Temporal Fusion Strategy for Driver Assistive SystemsCode0
Talking Face Generation by Adversarially Disentangled Audio-Visual RepresentationCode0
Speaker-adaptive Lip Reading with User-dependent PaddingCode0
Combining Residual Networks with LSTMs for LipreadingCode0
Synchronous Bidirectional Learning for Multilingual Lip ReadingCode0
XFlow: Cross-modal Deep Neural Networks for Audiovisual ClassificationCode0
Multi-Perspective LSTM for Joint Visual Representation LearningCode0
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-ReadingCode0
DualTalker: A Cross-Modal Dual Learning Approach for Speech-Driven 3D Facial AnimationCode0
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the WildCode0
Lip Sync Matters: A Novel Multimodal Forgery DetectorCode0
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature MovementsCode0
Lip2AudSpec: Speech reconstruction from silent lip movements videoCode0
Lend a Hand: Semi Training-Free Cued Speech Recognition via MLLM-Driven Hand Modeling for Barrier-free CommunicationCode0
A Novel Interpretable and Generalizable Re-synchronization Model for Cued Speech based on a Multi-Cuer CorpusCode0
Estimating speech from lip dynamicsCode0
Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-ReadingCode0
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading—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