Spoken Language Processing

Conversational AI for Spontaneous Human Dialogues

Mikołaj Morzy

$370.95 $296.98

Hardback

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English

Springer International Publishing AG
22 July 2025

Electronics engineering; Artificial intelligence; Signal processing

Series: 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.

By: Mikołaj Morzy
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Volume: 1205
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783031885655
ISBN 10: 3031885651
Series: Studies in Computational Intelligence
Pages: 165
Publication Date: 22 July 2025
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

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