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TalkingHeads focuses on improving speech recognition by integrating audio and video data from real-world videos. It aims to enhance the robustness of speech recognition systems in noisy environments, moving beyond controlled laboratory settings to address practical challenges in audio-visual speech recognition.
Audio-visual speech recognition refers to the problem of recognizing speech using both audio and video information.
Speech is not a purely auditory process but the way that the listener perceives it is also through the recognition of the visual patterns associated with the mouth movement.
This correlation of the audio-visual information has been occasionally explored in literature in order to develop more robust automatic speech recognition systems for cases in which the auditory environment is…
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