Robustness-Related Issues in Speaker Recognition
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Beschreibung
This book presents an overview of speaker recognition technologies with an emphasis on dealing with robustness issues. Firstly, the book gives an overview of speaker recognition, such as the basic system framework, categories under different criteria, performance evaluation and its development history. Secondly, with regard to robustness issues, the book presents three categories, including environment-related issues, speaker-related issues and application-oriented issues. For each category, the book describes the current hot topics, existing technologies, and potential research focuses in the future. The book is a useful reference book and self-learning guide for early researchers working in the field of robust speech recognition.
Exhaustively reviews the key recent research into state-of-the-art speaker recognition technologies Simplifies a complicated picture of the robustness issues in speaker recognition in three main categories Covers the current hot topics, existing technologies and potential future developments of each category Includes supplementary material: sn.pub/extras
Autor*in
Thomas Fang Zheng
Themen in »Robustness-Related Issues in Speaker Recognition«
Environmental-Related Robustness Speaker-Related Robustness Application-Oriented Robustness Noise Robustness Cross Channel Robustness Cross Coding Robustness Spoken Language Processing Voice-Based Information Retrieval Speech Forensic Analysis Robust Speech Recognition