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Títol:
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Speaker recognition improvement using blind inversion of distortions
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Autor/a:
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Faundez-Zanuy, Marcos; Solé-Casals, Jordi
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Altres autors:
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Universitat de Vic. Escola Politècnica Superior; Universitat de Vic. Grup de Recerca en Tecnologies Digitals; European Signal Processing Conference (12è : 2004: Viena); EUSIPCO 2004 |
Notes:
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In this paper we propose the inversion of nonlinear
distortions in order to improve the recognition rates of a
speaker recognizer system. We study the effect of
saturations on the test signals, trying to take into account
real situations where the training material has been recorded
in a controlled situation but the testing signals present some
mismatch with the input signal level (saturations). The
experimental results shows that a combination of several
strategies can improve the recognition rates with saturated
test sentences from 80% to 89.39%, while the results with
clean speech (without saturation) is 87.76% for one
microphone. |
Matèries:
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-Veu, Processament de |
Drets:
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http://creativecommons.org/licenses/by-nc-nd/3.0/es/
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