23 citations · 42 across the 4 of their papers we have counts for
5 papers
Articulatory movements influence electromagnetic wave transmission through the vocal tract
Remi Blandin, Martin Laabs, Rudolf von Bunau +6
This study experimentally validates a numerical model of electromagnetic propagation through the human head during the pronunciation of different vowels, with the goal of improving…
Exploration strategies for articulatory synthesis of complex syllable onsets
Daniel R. van Niekerk, Anqi Xu, Branislav Gerazov +3
High-quality articulatory speech synthesis has many potential applications in speech science and technology. However, developing appropriate mappings from linguistic specification…
PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks
Peter Steiner, Azarakhsh Jalalvand, Simon Stone +1
Reservoir Computing Networks (RCNs) belong to a group of machine learning techniques that project the input space non-linearly into a high-dimensional feature space, where the unde…
Cluster-based Input Weight Initialization for Echo State Networks
Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz
Echo State Networks (ESNs) are a special type of recurrent neural networks (RNNs), in which the input and recurrent connections are traditionally generated randomly, and only the o…
Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels
Branislav Gerazov, Daniel van Niekerk, Anqi Xu +3
The way infants use auditory cues to learn to speak despite the acoustic mismatch of their vocal apparatus is a hot topic of scientific debate. The simulation of early vocal learni…