Studies in Computational Intelligence: Conversational AI for Spontaneous Human Dialogues

Morzy, Mikołaj

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

Published by: Springer

Publication Date: 2025-07-22

Format: Hardcover

ISBN-13: 9783031885655

DOI: 10.1007/978-3-031-88566-2

Dimensions: 235cm x155cm

Pages: 165