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Spoken Language Processing : Conversational AI for Spontaneous Human Dialogues / by Mikołaj Morzy.

Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2025 Available online

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Format:
Book
Author/Creator:
Morzy, Mikołaj.
Series:
Studies in Computational Intelligence, 1860-9503 ; 1205
Language:
English
Subjects (All):
Computational intelligence.
Signal processing.
Artificial intelligence.
Computational Intelligence.
Digital and Analog Signal Processing.
Artificial Intelligence.
Local Subjects:
Computational Intelligence.
Digital and Analog Signal Processing.
Artificial Intelligence.
Physical Description:
1 online resource (257 pages)
Edition:
1st ed. 2025.
Place of Publication:
Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Summary:
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.
Contents:
Human Dialogues
Introduction
Conversational AI
Spontaneous human dialogues
Transcripts.
Notes:
Description based on publisher supplied metadata and other sources.
ISBN:
3-031-88566-X
OCLC:
1528961480

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