Contemporary Methods for Speech Parameterization pdf

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Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download. The preparation of the present brief book was motivated by the significant and long-standing interest of the speech processing community to short-time cepstrumbased parameterization of speech. In approximately 100 pages, this volume brings together relevant information about 11 speech parameterization techniques and some of their variants that emerged during the past decades. The unification of presentation style and notations, along with some additional details, numerous illustrations, and comparative descriptions, are expected to facilitate the understanding of the properties and the range of applicability of these speech parameterization methods.

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

With the intention to provide a self-contained description of each individual speech parameterization method, the author took the liberty to reiterate the explanation of the processing steps which are common among numerous speech features. In this way, the reader will see repeatedly similar comments and explanations about the discrete Fourier transform, the discrete wavelet packet transform, the discrete cosine transform, etc.

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

This redundancy was introduced with the idea to facilitate the reader who does not want to browse through half of the book in order to comprehend how exactly certain speech features are computed. In this manner, the repetitions in the exposition of certain processing steps shall be seen as a way to avoid the frequent forwarding to the explanation of other speech parameterizations. The author hopes this presentation style will not irritate the meticulous reader who will read the entire book.

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

Besides the comprehensive exposition of the 11 speech parameterizations of interest, this volume also offers a comparative analysis of the similarities and differences in their computation and performance evaluation in common experimental conditions on three dissimilar speech processing tasks. The empirical comparison of these speech features in three different setups intends to enhance the standpoint of the large community of speech processing researchers and practitioners working in the field of speech and speaker recognition or other related speech processing tasks.

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

Contemporary Methods for Speech Parameterization by Todor Ganchev pdf free download

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