Proceedings of the International Conference on Advanced Visual Interfaces 2020
DOI: 10.1145/3399715.3399852
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Cited by 16 publications
(6 citation statements)
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“…Lipreading is a technology that utilizes a camera to visually capture movement around the mouth and interpret speech from the image sequence. HCI researchers have proposed to use devices such as smartphones [45,58] and wearable cameras [6,34,69] to provide mobile silent speech interaction, as well as multimodal approaches such as using silent speech to facilitate eye-gaze-based selection [57].…”
Section: Silent Speech Interfacementioning
confidence: 99%
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“…Lipreading is a technology that utilizes a camera to visually capture movement around the mouth and interpret speech from the image sequence. HCI researchers have proposed to use devices such as smartphones [45,58] and wearable cameras [6,34,69] to provide mobile silent speech interaction, as well as multimodal approaches such as using silent speech to facilitate eye-gaze-based selection [57].…”
Section: Silent Speech Interfacementioning
confidence: 99%
“…Additionally, there is a lack of a practical activating method to initiate silent speech input. Previous methods such as offline segmentation [6,34,69] or trigger buttons [45,52] are not feasible for hands-free real-time interactions, and MOD-based methods can be vulnerable to misactivations [57,58]. We propose a novel few-shot transfer learning paradigm to enable customizable silent speech commands.…”
Section: Machine Learning Approaches To Lipreading Interfacesmentioning
confidence: 99%
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“…7,8 Methods for silent speech recognition can be broadly classified into two categories: contactless approaches and contact-based approaches. Contactless approaches are mainly explored through camera-based visual signals, [9][10][11][12][13][14][15] ultrasound signals. [16][17][18][19][20][21][22][23] Camerabased visual solutions require external video tracking devices, and users must remain within the camera's line of sight.…”
Section: Introductionmentioning
confidence: 99%