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 51–100 of 153 papers

TitleStatusHype
Multi-Perspective LSTM for Joint Visual Representation LearningCode0
Lip-Listening: Mixing Senses to Understand Lips using Cross Modality Knowledge Distillation for Word-Based Models—0
Lip-Reading Driven Deep Learning Approach for Speech Enhancement—0
Lip Reading for Low-resource Languages by Learning and Combining General Speech Knowledge and Language-specific Knowledge—0
Lip Reading Sentences in the Wild—0
Lip Reading Using Convolutional Auto Encoders as Feature Extractor—0
Lip reading using external viseme decoding—0
Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention—0
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading—0
LiRA: Learning Visual Speech Representations from Audio through Self-supervision—0
LRWR: Large-Scale Benchmark for Lip Reading in Russian language—0
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices—0
Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading—0
Multi-Grained Spatio-temporal Modeling for Lip-reading—0
Neuromorphic Facial Analysis with Cross-Modal Supervision—0
Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks—0
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors—0
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading—0
Quantitative Analysis of Audio-Visual Tasks: An Information-Theoretic Perspective—0
RAL:Redundancy-Aware Lipreading Model Based on Differential Learning with Symmetric Views—0
Realistic Speech-Driven Facial Animation with GANs—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
RUSAVIC Corpus: Russian Audio-Visual Speech in Cars—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
Spatio-Temporal Attention Mechanism and Knowledge Distillation for Lip Reading—0
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading—0
Spatio-temporal Transformers for Action Unit Classification with Event Cameras—0
Speaker-independent machine lip-reading with speaker-dependent viseme classifiers—0
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model—0
Streaming Audio-Visual Speech Recognition with Alignment Regularization—0
Sub-word Level Lip Reading With Visual Attention—0
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer—0
Synthesising 3D Facial Motion from "In-the-Wild" Speech—0
A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading—0
Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database—0
Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale—0
Towards Pose-invariant Lip-Reading—0
VALLR: Visual ASR Language Model for Lip Reading—0
VCSE: Time-Domain Visual-Contextual Speaker Extraction Network—0
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories—0
Visual Passwords Using Automatic Lip Reading—0
VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis—0
Visual Speech Recognition—0
Visual Speech Recognition in a Driver Assistance System—0
Visual Words for Automatic Lip-Reading—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