Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition with Language Models

Description

Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition with Language Models provides a comprehensive introduction to the computational methods used to analyze, understand, and generate human language. Integrating concepts from linguistics, artificial intelligence, machine learning, and computer science, the book examines how language technologies are developed for tasks such as speech recognition, syntactic and semantic analysis, machine translation, information extraction, question answering, and dialogue systems. Reflecting both foundational theories and modern advances in language models, it serves as an authoritative reference for students, researchers, and professionals in natural language processing, computational linguistics, and speech technologies.