research
∙
05/30/2023
Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks
Thanks to the latest deep learning algorithms, silent speech interfaces ...
share
research
∙
06/26/2022
Improved Processing of Ultrasound Tongue Videos by Combining ConvLSTM and 3D Convolutional Networks
Silent Speech Interfaces aim to reconstruct the acoustic signal from a s...
research
∙
07/26/2021
Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging
For articulatory-to-acoustic mapping, typically only limited parallel tr...
research
∙
07/05/2021
Speech Synthesis from Text and Ultrasound Tongue Image-based Articulatory Input
Articulatory information has been shown to be effective in improving the...
research
∙
06/08/2021
Neural Speaker Embeddings for Ultrasound-based Silent Speech Interfaces
Articulatory-to-acoustic mapping seeks to reconstruct speech from a reco...
research
∙
05/28/2021
Voice Activity Detection for Ultrasound-based Silent Speech Interfaces using Convolutional Neural Networks
Voice Activity Detection (VAD) is not easy task when the input audio sig...
research
∙
04/23/2021
Improving Neural Silent Speech Interface Models by Adversarial Training
Besides the well-known classification task, these days neural networks a...
research
∙
04/23/2021
Reconstructing Speech from Real-Time Articulatory MRI Using Neural Vocoders
Several approaches exist for the recording of articulatory movements, su...
research
∙
04/23/2021
3D Convolutional Neural Networks for Ultrasound-Based Silent Speech Interfaces
Silent speech interfaces (SSI) aim to reconstruct the speech signal from...
research
∙
08/07/2020
Applying Speech Tempo-Derived Features, BoAW and Fisher Vectors to Detect Elderly Emotion and Speech in Surgical Masks
The 2020 INTERSPEECH Computational Paralinguistics Challenge (ComParE) c...
research
∙
08/06/2020
Ultrasound-based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis
For articulatory-to-acoustic mapping using deep neural networks, typical...
research
∙
06/24/2019
Ultrasound-based Silent Speech Interface Built on a Continuous Vocoder
Recently it was shown that within the Silent Speech Interface (SSI) fiel...
research
∙
04/10/2019
Autoencoder-Based Articulatory-to-Acoustic Mapping for Ultrasound Silent Speech Interfaces
When using ultrasound video as input, Deep Neural Network-based Silent S...
research
∙
10/11/2016