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 41–50 of 153 papers

TitleStatusHype
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors—0
Word-level Persian Lipreading Dataset—0
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision—0
Seeing What You Said: Talking Face Generation Guided by a Lip Reading ExpertCode2
A large-scale multimodal dataset of human speech recognition—0
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and RecognitionCode1
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices—0
GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face SynthesisCode4
A Multi-Purpose Audio-Visual Corpus for Multi-Modal Persian Speech Recognition: the Arman-AV Dataset—0
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech DatasetCode1
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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