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 76–100 of 153 papers

TitleStatusHype
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
Audio-Visual Speech Recognition is Worth 32328 Voxels—0
Audio-Visual Synchronisation in the wild—0
Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss—0
Automatic Viseme Vocabulary Construction to Enhance Continuous Lip-reading—0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model—0
Chinese-LiPS: A Chinese audio-visual speech recognition dataset with Lip-reading and Presentation Slides—0
Clean Text and Full-Body Transformer: Microsoft's Submission to the WMT22 Shared Task on Sign Language Translation—0
Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition—0
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments—0
Contrastive Learning of Global and Local Video Representations—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading—0
Decoding visemes: improving machine lipreading—0
Deep Learning-based Spatio Temporal Facial Feature Visual Speech Recognition—0
Deep Learning for Lip Reading using Audio-Visual Information for Urdu Language—0
Deep Lip Reading: a comparison of models and an online application—0
Definition of Visual Speech Element and Research on a Method of Extracting Feature Vector for Korean Lip-Reading—0
Development and evaluation of a deep learning algorithm for German word recognition from lip movements—0
Disentangling Homophemes in Lip Reading using Perplexity Analysis—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
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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