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Abstract: A novel articulatory speech production system which is stochastically trained from a pre-specified initialisation state is presented. The target positions for a set of pseudo-articulators and the mapping from these to output speech spectral vectors are jointly optimised using linearised Kalman filtering and an assembly of neural networks. The techniques used to initialise and train the system are described, and preliminary results when synthesising speech are demonstrated. INTRODUCTION... (Update)
Context of citations to this paper: More
.... traces corresponding to speech taken from the Defence Advanced Research Projects Agency (DARPA) Resource Management (RM) corpus [1]. While this provides a useful starting point in the absence of physical articulatory data, there are two significant sources of inaccuracy...
.... pairs, and dynamic programming was used to invert this codebook to obtain pseudo articulatory traces corresponding to speech utterances [2]. The model was then used to re score N best word level transcriptions of these utterances as provided by HTK [3] Since the system...
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BibTeX entry: (Update)
C. S. Blackburn and S. J. Young. "A novel selforganising speech production system using pseudoarticulators ". Int. Congr. Phon. Sc., 2:238--241, 1995. http://citeseer.ist.psu.edu/blackburn95novel.html More
@misc{ blackburn95novel,
author = "C. Blackburn and S. Young",
title = "A novel selforganising speech production system using pseudoarticulators",
text = "C. S. Blackburn and S. J. Young. A novel selforganising speech production
system using pseudoarticulators . Int. Congr. Phon. Sc., 2:238--241, 1995.",
year = "1995",
url = "citeseer.ist.psu.edu/blackburn95novel.html" }
Citations (may not include all citations):116 Forward models: Supervised learning with a distal teacher - Jordan, Rumelhart - 1992
28 Techniques for Estimating Vocal-Tract Shapes from the Speech.. (context) - Schroeter, Sondhi - 1994
25 Inversion of articulatoryto -acoustic transformation in the .. (context) - Atal - 1978
15 Direct estimation of the vocal tract shape by inverse filter.. (context) - Wakita - 1973
13 Inferring articulation and recognizing gestures from acousti.. (context) - Papcun - 1992
11 A hybrid time-frequency domain articulatory speech synthesiz.. (context) - Sondhi, Schroeter - 1987
11 Articulatory model for the study of speech production (context) - Mermelstein - 1973
10 the use of neural networks in articulatory speech synthesis (context) - Rahim - 1993
10 Speech synthesis (context) - Jr, Lochbaum - 1962
9 An articulatory synthesizer for perceptual research (context) - Rubin, Baer et al. - 1981
6 A quasiarticulatory speech synthesizer for German language r.. (context) - Meyer, Wilhelms et al. - 1989
5 A new neural network for articulatory speech recognition and.. (context) - Zacks, Thomas - 1994
4 Estimating articulatory motion from speech wave (context) - Shirai, Kobayashi - 1986
3 Adaptive computation of articulatory parameters from the spe.. (context) - Levinson, Schmidt - 1983
2 Neural networks for estimating articulatory positions from s.. (context) - Atal - 1989
2 The acousticarticulatory mapping and the variational method (context) - Jospa, Soquet - 1994
2 Articulatory trajectories generated by the control of the vo.. (context) - George, Jospa et al. - 1994
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Computer-assisted Pronunciation Teaching based on Automatic.. - Witt, Young (1997) (Correct)
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Category-Based Statistical Language Models - Niesler (1997) (Correct)
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