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 …
A systematic review of the application of machine learning techniques to ultrasound tongue imaging analysis
SilentSpeller: Towards mobile, hands-free, silent speech text entry using electropalatography
Speech is inappropriate in many situations, limiting when voice control can be used. Most
unvoiced speech text entry systems can not be used while on-the-go due to movement …
unvoiced speech text entry systems can not be used while on-the-go due to movement …
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 …
[PDF][PDF] Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces.
Abstract Silent Speech Interface systems apply two different strategies to solve the
articulatory-to-acoustic conversion task. The recognition-and-synthesis approach applies …
articulatory-to-acoustic conversion task. The recognition-and-synthesis approach applies …
Optimizing the ultrasound tongue image representation for residual network-based articulatory-to-acoustic map**
Within speech processing, articulatory-to-acoustic map** (AAM) methods can apply
ultrasound tongue imaging (UTI) as an input.(Micro) convex transducers are mostly used …
ultrasound tongue imaging (UTI) as an input.(Micro) convex transducers are mostly used …
TieLent: A Casual Neck-Mounted Mouth Capturing Device for Silent Speech Interaction
With the increased use of smart speakers, silent speech interaction (SSI) is attracting
attention. Unfortunately, traditional silent speech interaction methods require the addition of …
attention. Unfortunately, traditional silent speech interaction methods require the addition of …
Ultrasound-based silent speech interface built on a continuous vocoder
Recently it was shown that within the Silent Speech Interface (SSI) field, the prediction of F0
is possible from Ultrasound Tongue Images (UTI) as the articulatory input, using Deep …
is possible from Ultrasound Tongue Images (UTI) as the articulatory input, using Deep …
TaLNet: Voice reconstruction from tongue and lip articulation with transfer learning from text-to-speech synthesis
This paper presents TaLNet, a model for voice reconstruction with ultrasound tongue and
optical lip videos as inputs. TaLNet is based on an encoder-decoder architecture. Separate …
optical lip videos as inputs. TaLNet is based on an encoder-decoder architecture. Separate …