£115.56

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Cryptography, machine learning, and complex system simulations.

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£115.56 £109.78 £112.09 £114.40 £116.72 £119.03 £121.34 25 July 2026 07 August 2026 21 August 2026 03 September 2026 17 September 2026
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Description

Abstract Speech and Language Processing is an essential guide to understanding the principles, techniques, and applications of the rapidly evolving fields of natural language processing (NLP) and speech technology. This book provides a comprehensive introduction to the interdisciplinary domain that integrates linguistics, computer science, artificial intelligence, and signal processing to create systems capable of interacting with human language. It covers both spoken language processing (SLP) and text-based NLP, emphasizing practical and theoretical approaches to building intelligent, language-driven systems. The book begins by outlining the core challenges and objectives in speech and language processing. These include handling the inherent variability of speech signals, the complexity of human language, and the need for robust models that can understand, interpret, and generate language. Key concepts from linguistics, such as phonetics, syntax, and semantics, are introduced to ground readers in the structure of human language. This knowledge is essential for understanding the algorithms that power modern speech and language systems. For speech processing, the book delves into critical topics such as automatic speech recognition (ASR) and text-to-speech (TTS) synthesis. ASR systems are designed to convert spoken words into text, using techniques ranging from traditional statistical models like Hidden Markov Models (HMMs) to advanced deep learning-based approaches. TTS systems, on the other hand, transform text into natural-sounding speech by utilizing formant synthesis, concatenative methods, or neural TTS models like Tacotron. The combination of signal processing techniques and machine learning is key to improving accuracy and naturalness in these systems.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
16 February 2023
Listed Since
25 October 2024

Barcode

No barcode data available

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