Search Results for author: Peter Birkholz

Found 5 papers, 3 papers with code

Exploration strategies for articulatory synthesis of complex syllable onsets

1 code implementation20 Apr 2022 Daniel R. van Niekerk, Anqi Xu, Branislav Gerazov, Paul K. Krug, Peter Birkholz, Yi Xu

High-quality articulatory speech synthesis has many potential applications in speech science and technology.

Speech Synthesis

PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks

2 code implementations8 Mar 2021 Peter Steiner, Azarakhsh Jalalvand, Simon Stone, Peter Birkholz

In this paper, we show how to uniformly describe RCNs with small and clearly defined building blocks, and we introduce the Python toolbox PyRCN (Python Reservoir Computing Networks) for optimizing, training and analyzing RCNs on arbitrarily large datasets.

Time Series Time Series Prediction

Cluster-based Input Weight Initialization for Echo State Networks

1 code implementation8 Mar 2021 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 output weights are trained.

Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels

no code implementations20 May 2020 Branislav Gerazov, Daniel van Niekerk, Anqi Xu, Paul Konstantin Krug, Peter Birkholz, Yi Xu

One of the crucial parameters in these simulations is the choice of features and a metric to evaluate the acoustic error between the synthesised sound and the reference target.

Speech Synthesis

Suivi de contours d'articulateurs orofaciaux \`a partir d'IRM dynamique (Orofacial articulators tracking from dynamic MRI)

no code implementations JEPTALNRECITAL 2016 Mathieu Labrunie, Pierre Badin, Laurent Lamalle, Cori Vilain, re, Louis-Jean Bo{\"e}, Jens Frahm, Peter Birkholz

Nous pr{\'e}sentons une m{\'e}thode de pr{\'e}diction de contours m{\'e}diosagittaux des organes orofaciaux de la parole et la d{\'e}glutition {\`a} partir d{'}images IRM dynamiques.


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