Intelligent Speech Processing Technology
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Beschreibung
This book provides a comprehensive overview of the latest research breakthroughs and technological applications in modern speech technology, with a special focus on deep learning and multimodal integration. The book explores how advances in machine learning, attention mechanisms, and cross-modal information fusion are reshaping the field. It addresses current limitations in noise robustness, emotion perception, contextual understanding, and human-like speech synthesis, providing innovative solutions through both theoretical frameworks and cutting-edge models. The aim is to offer a unified view of how speech systems can be enhanced in accuracy, naturalness, and interactivity. By integrating perspectives from linguistics, signal processing, and affective computing, the book appeals to an interdisciplinary audience seeking to understand and shape the future of speech-based intelligence.
This book provides a comprehensive overview of the latest research breakthroughs and technological applications in modern speech technology, with a special focus on deep learning and multimodal integration. The book explores how advances in machine learning, attention mechanisms, and cross-modal information fusion are reshaping the field. It addresses current limitations in noise robustness, emotion perception, contextual understanding, and human-like speech synthesis, providing innovative solutions through both theoretical frameworks and cutting-edge models. The aim is to offer a unified view of how speech systems can be enhanced in accuracy, naturalness, and interactivity. By integrating perspectives from linguistics, signal processing, and affective computing, the book appeals to an interdisciplinary audience seeking to understand and shape the future of speech-based intelligence.
Presents research and application in speech technology, with a focus on deep learning and multimodal integration Explores how machine learning, attention mechanisms, and cross-modal information fusion are reshaping the field Includes a comprehensive, structured coverage of the full speech processing technology stack
Autor*in
Liejun Wang
Themen in »Intelligent Speech Processing Technology«
Intelligent Speech Processing Deep Learning for Speech Technology Speech Emotion Recognition Speech Enhancement End-to-End Speech Recognition Uyghur Speech Recognition Deep Learning-Based Speech Synthesis Multimodal Emotion Analysis Cross-Domain Feature Fusion