Mathematical modeling and signal processing in speech and hearing sciences

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The aim of the book is to give an accessible introduction of mathematical models and signal processing methods in speech and hearing sciences for senior undergraduate and beginning graduate students with basic knowledge of linear algebra, differential equations, numerical analysis, and probability. Speech and hearing sciences are fundamental to numerous technological advances of the digital world in the past decade, from music compression in MP3 to digital hearing aids, from network based voice enabled services to speech interaction with mobile phones. Mathematics and computation are intimately related to these leaps and bounds. On the other hand, speech and hearing are strongly interdisciplinary areas where dissimilar scientific and engineering publications and approaches often coexist and make it difficult for newcomers to enter.

Author(s): Jack Xin; Jingyong Qi
Series: MS&A - Modeling, Simulation and Applications 10
Edition: 1
Publisher: Springer International Publishing
Year: 2014

Language: English
Pages: 208
City: Switzerland
Tags: Applications of Mathematics; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Math Applications in Computer Science; Simulation and Modeling

Front Matter....Pages i-xi
Background Signal Processing, Statistical and Optimization Methods....Pages 1-44
Speech Modeling....Pages 45-66
Auditory Modeling....Pages 67-113
Speech Recognition....Pages 115-139
Blind Source Separation and Speech Enhancement....Pages 141-188
Back Matter....Pages 189-208