Books › Speech and language processing
Speech and language processing
1024 pages
A rigorous, comprehensive deep dive into the algorithms and statistical models that teach machines to understand human language.
What it feels like
Reading this book feels like stepping into a highly focused, intellectual laboratory where the messy reality of human language is meticulously translated into elegant mathematical and algorithmic models. The pace is steady and methodical, demanding the reader's full attention as it builds from foundational linguistic theories to state-of-the-art computational applications. The mood is distinctly scholarly and objective, offering a clear-eyed, authoritative exploration of how machines process speech and text. Its prose is technical and precise, prioritizing clarity and structure over stylistic flourish. This is a deeply informative experience designed for computer scientists, linguists, and researchers who want to master the mechanics behind search engines, machine translation, and spoken-language dialog agents, finding beauty in the rigorous logic of computational linguistics.
- Mood
- intellectual
- focused
- scholarly
- Tone
- academic
- authoritative
- analytical
- informative
- Pace
- steady
- Themes
- computational linguistics · algorithmic problem-solving · language and technology · artificial intelligence
- The writing
- Clear, technical, and highly structured, designed to elucidate complex algorithms and statistical models.
- The arc
- A journey from foundational linguistic concepts to the mastery of complex, state-of-the-art computational applications.
- Who it's for
- Computer scientists, linguists, and researchers eager to understand the mechanics behind natural language processing and speech recognition.
About the book
"This book offers a unified vision of speech and language processing, presenting state-of-the-art algorithms and techniques for both speech and text-based processing of natural language.
This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents."--BOOK JACKET.
Description from Open Library.
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