Aug 3, 2020 · Abstract:Articulatory-to-acoustic (forward) mapping is a technique to predict speech using various articulatory acquisition techniques (e.g. ...
Oct 25, 2020 · Ac- cording to our knowledge, magnetic resonance imaging (MRI), which provides detailed information about the vocal tract, has not been used yet ...
This paper trains various DNNs (fully connected, convolutional and recurrent neural networks) for articulatory-to-speech conversion, using rtMRI as input, ...
Articulatory-to-acoustic (forward) mapping is a technique to predict speech using various articulatory acquisition techniques (e.g. ultrasound tongue imaging, ...
articulatory inverse mapping, using real-time magnetic reso- nance images of the vocal tract, applying the data in a speaker- specific way. 2. Methods. 2.1 ...
Aug 4, 2020 · In this work, we estimated midsagittal rtMRI images of the vocal tract for speaker dependent AAI, using MGC-LSP spectral features as input. We ...
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Keras implementation of Csapó T.G., ,,Speaker dependent articulatory-to-acoustic mapping using real-time MRI of the vocal tract'', accepted at Interspeech ...
Using rtMRI, Tamas [14] proposed LSTM models for direct acoustic-to-articulatory inversion. However, this work only considered four subjects for training and ...
Previous speech synthesis models from articulatory movements recorded using real-time MRI (rtMRI) only predicted vocal tract shape parameters and required ...
[26] T. G. Csapó, “Speaker-dependent articulatory-to-acoustic mapping using real-time MRI of the vocal tract,” in Proc. Interspeech, 2020, pp. 2722–. 2726�...