Spoken Language Processing

Conversational AI for Spontaneous Human Dialogues
Erscheinungsjahr 2025
ISBN: 978-3-031-88565-5
Verlag: Springer

Buch, Englisch, 165 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 451 g

Reihe: Studies in Computational Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Morzy, Miko¿aj

Morzy, Mikolaj

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik

Inhaltsverzeichnis

Human Dialogues.- Introduction.- Conversational AI.- Spontaneous human dialogues.- Transcripts.