Spoken Language Processing: Conversational AI for Spontaneous Human Dialogues (Studies in Computational Intelligence, Band 1205) - Softcover

Morzy, Mikołaj

Softcover

ISBN 10: 3031885686 ISBN 13: 9783031885686

Verlag: Springer, 2026

Inhaltsangabe

This book tackles the complexities of spontaneous human dialogues, exploring the challenges of unscripted conversations with their interruptions, overlaps, and disfluencies for conversational AI.  It provides a comprehensive exploration of the differences between spontaneous and prescriptive languages, examining the impact of these differences on machine learning models. The author examines the technical aspects of processing spontaneous speech, including automatic speech recognition and transcript engineering, discussing the design and development of AI systems capable of handling the nuances of spontaneous dialogues. Written for researchers in natural language processing and students interested in AI and machine learning applications for spontaneous human communication, this book serves as a guide for understanding the latest advancements in the field and developing more robust and effective Conversational AI systems.

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This book tackles the complexities of spontaneous human dialogues, exploring the challenges of unscripted conversations with their interruptions, overlaps, and disfluencies for conversational AI.  It provides a comprehensive exploration of the differences between spontaneous and prescriptive languages, examining the impact of these differences on machine learning models. The author examines the technical aspects of processing spontaneous speech, including automatic speech recognition and transcript engineering, discussing the design and development of AI systems capable of handling the nuances of spontaneous dialogues. Written for researchers in natural language processing and students interested in AI and machine learning applications for spontaneous human communication, this book serves as a guide for understanding the latest advancements in the field and developing more robust and effective Conversational AI systems.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 3031885686
• ISBN 13: 9783031885686
• Einband: Taschenbuch
• Anzahl der Seiten: 188
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland