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 126–150 of 153 papers

TitleStatusHype
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
Emotional Speech-Driven Animation with Content-Emotion Disentanglement—0
End-to-End Lip Reading in Romanian with Cross-Lingual Domain Adaptation and Lateral Inhibition—0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks—0
Enhancing Lip Reading with Multi-Scale Video and Multi-Encoder—0
Enhancing Speech-Driven 3D Facial Animation with Audio-Visual Guidance from Lip Reading Expert—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
Expression-preserving face frontalization improves visually assisted speech processing—0
Facetron: A Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations—0
Finding phonemes: improving machine lip-reading—0
Fusing information streams in end-to-end audio-visual speech recognition—0
GLaM-Sign: Greek Language Multimodal Lip Reading with Integrated Sign Language Accessibility—0
Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers—0
Integrating Persian Lip Reading in Surena-V Humanoid Robot for Human-Robot Interaction—0
Landmark-Guided Cross-Speaker Lip Reading with Mutual Information Regularization—0
Learning From the Master: Distilling Cross-Modal Advanced Knowledge for 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