Signal Processing

Download Spoken Language Processing by Xuedong Huang PDF

By Xuedong Huang

Speech processing addresses quite a few medical and technological parts. It contains speech research and variable cost coding, as a way to shop or transmit speech. It additionally covers speech synthesis, particularly from textual content, speech acceptance, together with speaker and language identity, and spoken language understanding.
This publication covers the next subject matters: find out how to notice speech creation and notion platforms, how one can synthesize and comprehend speech utilizing cutting-edge tools in sign processing, development popularity, stochastic modelling computational linguistics and human issue studies.Content:
Chapter 1 Speech research (pages 1–53): Christophe D'Alessandro
Chapter 2 ideas of Speech Coding (pages 55–98): Gang Feng and Laurent Girin
Chapter three Speech Synthesis (pages 99–167): Olivier Boeuffard and Christophe D'Alessandro
Chapter four Facial Animation for visible Speech (pages 169–187): Thierry Guiard?Marigny
Chapter five Computational Auditory Scene research (pages 189–211): Alain De Cheveigne
Chapter 6 rules of Speech attractiveness (pages 213–238): Renato De Mori and Brigitte Bigi
Chapter 7 Speech reputation structures (pages 239–278): Jean?Luc Gauvain and Lori Lamel
Chapter eight Language identity (pages 279–320): Martine Adda?Decker
Chapter nine automated Speaker attractiveness (pages 321–354): Frederic Bimbot
Chapter 10 powerful reputation equipment (pages 355–375): Jean?Paul Haton
Chapter eleven Multimodal Speech: or 3 Senses are higher than One (pages 377–415): Jean?Luc Schwartz, Pierre Escudier and Pascal Teissier
Chapter 12 Speech and Human?Computer verbal exchange (pages 417–454): Wolfgang Minker and Francoise Neel
Chapter thirteen Voice providers within the Telecom quarter (pages 455–466): Laurent Courtois, Patrick Brisard and Christian Gagnoulet

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Extra resources for Spoken Language Processing

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98] An advantage of the complex cepstrum is its inversibility. It is possible to retrieve the signal from its complex cepstrum, using the property: exp(log[S(z)]) = S(z). On the contrary, the real cepstrum is not invertible, since it is based only on the modulus of the Fourier transform: exp(log |S(z|) =|S(z)|. The cepstrum can be used for the deconvolution between the source and the filter. 99] If both terms occupy distinct domains in the cepstral space, their separation may be achievable. For this purpose, it is worth studying the cepstrum of speech signals.

8. Vowel /i/. LPC synthesis with a noise source. 9. Vowel /i/. LPC synthesis with a pulse train. Top: source; bottom: spectrum Multi-pulse linear prediction [ATA 82] offers a solution to the problem of mixed excitation by considering the source as a collection of pulses, for each frame, without discriminating between voiced and unvoiced cases. The relation between the source and the production model is difficult to establish. Nevertheless, the coding quality can be transparent. The choice of positions and amplitudes for the excitation pulses is an iterative procedure.

On the other hand, the autocorrelation method considers the whole range −∞, +∞ for calculating the total error. 45] n= p +∞ ∑ sn−i sn−k n =−∞ The covariance method is generally employed for the analysis or rather short signals (for instance, one voicing period, or one closed glottis phase). In the case of the covariance method, matrix [cki] is symmetric. The prediction coefficients are calculated with a fast algorithm [MAR 76], which will not be detailed here. 2. Autocorrelation method: algorithm For this method, signal s is considered as stationary.

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