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 …
acoustic biosignals generated by the human body during speech production to enable …
SottoVoce: An ultrasound imaging-based silent speech interaction using deep neural networks
The availability of digital devices operated by voice is expanding rapidly. However, the
applications of voice interfaces are still restricted. For example, speaking in public places …
applications of voice interfaces are still restricted. For example, speaking in public places …
EMG-to-speech: Direct generation of speech from facial electromyographic signals
Silent speech interfaces are systems that enable speech communication even when an
acoustic signal is unavailable. Over the last years, public interest in such interfaces has …
acoustic signal is unavailable. Over the last years, public interest in such interfaces has …
[PDF][PDF] DNN-based ultrasound-to-speech conversion for a silent speech interface
In this paper we present our initial results in articulatory-toacoustic conversion based on
tongue movement recordings using Deep Neural Networks (DNNs). Despite the fact that …
tongue movement recordings using Deep Neural Networks (DNNs). Despite the fact that …
TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos
MS Ribeiro, J Sanger, JX Zhang… - 2021 IEEE Spoken …, 2021 - ieeexplore.ieee.org
We present the Tongue and Lips corpus (TaL), a multi-speaker corpus of audio, ultrasound
tongue imaging, and lip videos. TaL consists of two parts: TaL1 is a set of six recording …
tongue imaging, and lip videos. TaL consists of two parts: TaL1 is a set of six recording …
Updating the silent speech challenge benchmark with deep learning
Abstract The term “Silent Speech Interface” was introduced almost a decade ago to describe
speech communication systems using only non-acoustic sensors, such as …
speech communication systems using only non-acoustic sensors, such as …
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 …
communication for individuals who have lost their voice due to laryngectomy or diseases …
Ultrasound-based articulatory-to-acoustic mapping with WaveGlow speech synthesis
For articulatory-to-acoustic mapping using deep neural networks, typically spectral and
excitation parameters of vocoders have been used as the training targets. However …
excitation parameters of vocoders have been used as the training targets. However …
Statistical conversion of silent articulation into audible speech using full-covariance HMM
This article investigates the use of statistical mapping techniques for the conversion of
articulatory movements into audible speech with no restriction on the vocabulary, in the …
articulatory movements into audible speech with no restriction on the vocabulary, in the …
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 …
are several available methods to model the relation of articulatory movements and the …