Silent speech interfaces for speech restoration: A review

JA Gonzalez-Lopez, A Gomez-Alanis… - IEEE …, 2020 - ieeexplore.ieee.org
This review summarises the status of silent speech interface (SSI) research. SSIs rely on non-
acoustic biosignals generated by the human body during speech production to enable …

Biosignal-based spoken communication: A survey

T Schultz, M Wand, T Hueber… - … on Audio, Speech …, 2017 - ieeexplore.ieee.org
Speech is a complex process involving a wide range of biosignals, including but not limited
to acoustics. These biosignals-stemming from the articulators, the articulator muscle …

Silent speech recognition as an alternative communication device for persons with laryngectomy

GS Meltzner, JT Heaton, Y Deng… - … ACM transactions on …, 2017 - ieeexplore.ieee.org
Each year thousands of individuals require surgical removal of the larynx (voice box) due to
trauma or disease, and thereby require an alternative voice source or assistive device to …

Speaker-independent silent speech recognition from flesh-point articulatory movements using an LSTM neural network

M Kim, B Cao, T Mau, J Wang - IEEE/ACM transactions on …, 2017 - ieeexplore.ieee.org
Silent speech recognition (SSR) converts nonaudio information such as articulatory
movements into text. SSR has the potential to enable persons with laryngectomy to …

Echowhisper: Exploring an acoustic-based silent speech interface for smartphone users

Y Gao, Y Jin, J Li, S Choi, Z Jin - Proceedings of the ACM on Interactive …, 2020 - dl.acm.org
With the rapid growth of artificial intelligence and mobile computing, intelligent speech
interface has recently become one of the prevalent trends and has already presented huge …

Improving speaker-independent lipreading with domain-adversarial training

M Wand, J Schmidhuber - arXiv preprint arXiv:1708.01565, 2017 - arxiv.org
We present a Lipreading system, ie a speech recognition system using only visual features,
which uses domain-adversarial training for speaker independence. Domain-adversarial …

A silent speech system based on permanent magnet articulography and direct synthesis

JA Gonzalez, LA Cheah, JM Gilbert, J Bai, SR Ell… - Computer Speech & …, 2016 - Elsevier
In this paper we present a silent speech interface (SSI) system aimed at restoring speech
communication for individuals who have lost their voice due to laryngectomy or diseases …

[HTML][HTML] Continuous authentication using deep neural networks ensemble on keystroke dynamics

L Aversano, ML Bernardi, M Cimitile, R Pecori - PeerJ Computer Science, 2021 - peerj.com
During the last years, several studies have been proposed about user identification by
means of keystroke analysis. Keystroke dynamics has a lower cost when compared to other …

Proximic: Convenient voice activation via close-to-mic speech detected by a single microphone

Y Qin, C Yu, Z Li, M Zhong, Y Yan, Y Shi - Proceedings of the 2021 CHI …, 2021 - dl.acm.org
Wake-up-free techniques (eg, Raise-to-Speak) are important for improving the voice input
experience. We present ProxiMic, a close-to-mic (within 5 cm) speech sensing technique …

DNN-based acoustic-to-articulatory inversion using ultrasound tongue imaging

D Porras, A Sepúlveda-Sepúlveda… - 2019 International Joint …, 2019 - ieeexplore.ieee.org
Speech sounds are produced as the coordinated movement of the speaking organs. There
are several available methods to model the relation of articulatory movements and the …