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

Showing 126150 of 153 papers

TitleStatusHype
Robust Multi-Modal Speech In-Painting: A Sequence-to-Sequence Approach0
A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision0
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory0
Some observations on computer lip-reading: moving from the dream to the reality0
Spatio-Temporal Attention Mechanism and Knowledge Distillation for Lip Reading0
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading0
Spatio-temporal Transformers for Action Unit Classification with Event Cameras0
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-ReadingCode0
Multi-Perspective LSTM for Joint Visual Representation LearningCode0
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the WildCode0
Lip Sync Matters: A Novel Multimodal Forgery DetectorCode0
Talking Face Generation by Adversarially Disentangled Audio-Visual RepresentationCode0
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
Hearing Lips: Improving Lip Reading by Distilling Speech RecognizersCode0
Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-ReadingCode0
Estimating speech from lip dynamicsCode0
DualTalker: A Cross-Modal Dual Learning Approach for Speech-Driven 3D Facial AnimationCode0
Combining Residual Networks with LSTMs for LipreadingCode0
Audio-Visual Speech Recognition based on Regulated Transformer and Spatio-Temporal Fusion Strategy for Driver Assistive SystemsCode0
XFlow: Cross-modal Deep Neural Networks for Audiovisual ClassificationCode0
Relaxed Attention for Transformer ModelsCode0
A Novel Interpretable and Generalizable Re-synchronization Model for Cued Speech based on a Multi-Cuer CorpusCode0
Synchronous Bidirectional Learning for Multilingual Lip ReadingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Lip2WavWER14.08Unverified
#ModelMetricClaimedVerifiedStatus
1Lip2WavWER34.2Unverified
#ModelMetricClaimedVerifiedStatus
1Lip2WavWER31.26Unverified