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ข้อมูลเชิงลึก - Audio-visual speech recognition
BRAVEn: Self-Supervised Learning of Robust Visual and Auditory Speech Representations from Raw Audio-Visual Data
BRAVEn, an extension to the RAVEn method, learns strong visual and auditory speech representations entirely from raw audio-visual data, achieving state-of-the-art performance among self-supervised methods in various settings.
Efficient Audio-Visual Speech Recognition via Dual Conformer Interaction Module
The proposed DCIM-AVSR model introduces an efficient asymmetric architecture that prioritizes the audio modality while treating the visual modality as supplementary, enabling more effective integration of multi-modal information through the Dual Conformer Interaction Module (DCIM).
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