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 1–50 of 153 papers

TitleStatusHype
GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face SynthesisCode4
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech ProcessingCode3
Seeing What You Said: Talking Face Generation Guided by a Lip Reading ExpertCode2
Training Strategies for Improved Lip-readingCode2
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster PredictionCode2
Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and LanguageCode1
Neural Text to Articulate Talk: Deep Text to Audiovisual Speech Synthesis achieving both Auditory and Photo-realismCode1
Do VSR Models Generalize Beyond LRS3?Code1
SelfTalk: A Self-Supervised Commutative Training Diagram to Comprehend 3D Talking FacesCode1
OpenSR: Open-Modality Speech Recognition via Maintaining Multi-Modality AlignmentCode1
LipVoicer: Generating Speech from Silent Videos Guided by Lip ReadingCode1
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and RecognitionCode1
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech DatasetCode1
Audio-Visual Efficient Conformer for Robust Speech RecognitionCode1
Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face VideoCode1
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip ReadingCode1
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech RecognitionCode1
Visual Keyword Spotting with AttentionCode1
Selective Listening by Synchronizing Speech with LipsCode1
Contrastive Learning of Global-Local Video RepresentationsCode1
End-to-end Audio-visual Speech Recognition with ConformersCode1
Learn an Effective Lip Reading Model without PainsCode1
Lip-reading with Densely Connected Temporal Convolutional NetworksCode1
Seeing wake words: Audio-visual Keyword SpottingCode1
Learning Individual Speaking Styles for Accurate Lip to Speech SynthesisCode1
Mutual Information Maximization for Effective Lip ReadingCode1
Deformation Flow Based Two-Stream Network for Lip ReadingCode1
Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech RecognitionCode1
Lipreading using Temporal Convolutional NetworksCode1
Deep Audio-Visual Speech RecognitionCode1
End-to-End Speech-Driven Facial Animation with Temporal GANsCode1
VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis—0
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer—0
Transforming faces into video stories -- VideoFace2.0Code0
Development and evaluation of a deep learning algorithm for German word recognition from lip movements—0
Chinese-LiPS: A Chinese audio-visual speech recognition dataset with Lip-reading and Presentation Slides—0
VALLR: Visual ASR Language Model for Lip Reading—0
Lend a Hand: Semi Training-Free Cued Speech Recognition via MLLM-Driven Hand Modeling for Barrier-free CommunicationCode0
Integrating Persian Lip Reading in Surena-V Humanoid Robot for Human-Robot Interaction—0
GLaM-Sign: Greek Language Multimodal Lip Reading with Integrated Sign Language Accessibility—0
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition—0
Spatio-temporal Transformers for Action Unit Classification with Event Cameras—0
Quantitative Analysis of Audio-Visual Tasks: An Information-Theoretic Perspective—0
Neuromorphic Facial Analysis with Cross-Modal Supervision—0
RAL:Redundancy-Aware Lipreading Model Based on Differential Learning with Symmetric Views—0
Enhancing Speech-Driven 3D Facial Animation with Audio-Visual Guidance from Lip Reading Expert—0
Robust Multi-Modal Speech In-Painting: A Sequence-to-Sequence Approach—0
Audio-Visual Speech Recognition based on Regulated Transformer and Spatio-Temporal Fusion Strategy for Driver Assistive SystemsCode0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model—0
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-ReadingCode0
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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