no code implementations • 17 Jun 2022 • Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber
The human perception system is often assumed to recruit motor knowledge when processing auditory speech inputs.
no code implementations • 5 Apr 2022 • Marc-Antoine Georges, Julien Diard, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
We propose a computational model of speech production combining a pre-trained neural articulatory synthesizer able to reproduce complex speech stimuli from a limited set of interpretable articulatory parameters, a DNN-based internal forward model predicting the sensory consequences of articulatory commands, and an internal inverse model based on a recurrent neural network recovering articulatory commands from the acoustic speech input.
no code implementations • 7 Apr 2021 • Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber
It is increasingly considered that human speech perception and production both rely on articulatory representations.