[HTML][HTML] Biosignal sensors and deep learning-based speech recognition: A review
Voice is one of the essential mechanisms for communicating and expressing one's
intentions as a human being. There are several causes of voice inability, including disease …
intentions as a human being. There are several causes of voice inability, including disease …
[HTML][HTML] Ultrathin crystalline-silicon-based strain gauges with deep learning algorithms for silent speech interfaces
A wearable silent speech interface (SSI) is a promising platform that enables verbal
communication without vocalization. The most widely studied methodology for SSI focuses …
communication without vocalization. The most widely studied methodology for SSI focuses …
EchoSpeech: Continuous Silent Speech Recognition on Minimally-obtrusive Eyewear Powered by Acoustic Sensing
We present EchoSpeech, a minimally-obtrusive silent speech interface (SSI) powered by
low-power active acoustic sensing. EchoSpeech uses speakers and microphones mounted …
low-power active acoustic sensing. EchoSpeech uses speakers and microphones mounted …
Tutorial: A versatile bio-inspired system for processing and transmission of muscular information
Device wearability and operating time are trending topics in recent state-of-art works on
surface ElectroMyoGraphic (sEMG) muscle monitoring. No optimal trade-off, able to …
surface ElectroMyoGraphic (sEMG) muscle monitoring. No optimal trade-off, able to …
[HTML][HTML] All-weather, natural silent speech recognition via machine-learning-assisted tattoo-like electronics
The internal availability of silent speech serves as a translator for people with aphasia and
keeps human–machine/human interactions working under various disturbances. This paper …
keeps human–machine/human interactions working under various disturbances. This paper …
Muteit: Jaw motion based unvoiced command recognition using earable
In this paper, we present MuteIt, an ear-worn system for recognizing unvoiced human
commands. MuteIt presents an intuitive alternative to voice-based interactions that can be …
commands. MuteIt presents an intuitive alternative to voice-based interactions that can be …
Liplearner: Customizable silent speech interactions on mobile devices
Silent speech interface is a promising technology that enables private communications in
natural language. However, previous approaches only support a small and inflexible …
natural language. However, previous approaches only support a small and inflexible …
Bionic ultra‐sensitive self‐powered electromechanical sensor for muscle‐triggered communication application
The past few decades have witnessed the tremendous progress of human–machine
interface (HMI) in communication, education, and manufacturing fields. However, due to …
interface (HMI) in communication, education, and manufacturing fields. However, due to …
Silent speech recognition with strain sensors and deep learning analysis of directional facial muscle movement
Silent communication based on biosignals from facial muscle requires accurate detection of
its directional movement and thus optimally positioning minimum numbers of sensors for …
its directional movement and thus optimally positioning minimum numbers of sensors for …
[HTML][HTML] Bioinspired dual-channel speech recognition using graphene-based electromyographic and mechanical sensors
Automatic speech recognition (ASR) is helpful to improve quality of life. However, the
performance of ASR degrades in the case of noisy environment, limited privacy, and speech …
performance of ASR degrades in the case of noisy environment, limited privacy, and speech …