Intelligent Speech Signal Processing
暫譯: 智能語音信號處理

Dey, Nilanjan

  • 出版商: Academic Press
  • 出版日期: 2019-04-02
  • 售價: $4,610
  • 貴賓價: 9.5$4,380
  • 語言: 英文
  • 頁數: 209
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128181303
  • ISBN-13: 9780128181300
  • 海外代購書籍(需單獨結帳)

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商品描述

Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data analytics, creating collaboration networks between several participants, and implementing video-conferencing in different application areas. Chapters focus on the latest applications of speech data analysis and management tools across different recording systems. The book emphasizes the multidisciplinary nature of the field, presenting different applications and challenges with extensive studies on the design, development and management of intelligent systems, neural networks and related machine learning techniques for speech signal processing.

  • Highlights different data analytics techniques in speech signal processing, including machine learning and data mining
  • Illustrates different applications and challenges across the design, implementation and management of intelligent systems and neural networks techniques for speech signal processing
  • Includes coverage of biomodal speech recognition, voice activity detection, spoken language and speech disorder identification, automatic speech to speech summarization, and convolutional neural networks

商品描述(中文翻譯)

《智能語音信號處理》探討了語音分析在多個系統和現實活動中的應用,包括數據分析的共享、在多個參與者之間建立協作網絡,以及在不同應用領域中實施視訊會議。各章節專注於語音數據分析和管理工具在不同錄音系統中的最新應用。本書強調該領域的多學科特性,展示了不同的應用和挑戰,並對智能系統、神經網絡及相關機器學習技術在語音信號處理中的設計、開發和管理進行了廣泛的研究。

- 突出語音信號處理中不同的數據分析技術,包括機器學習和數據挖掘
- 說明在智能系統和神經網絡技術的設計、實施和管理中面臨的不同應用和挑戰
- 包括雙模態語音識別、語音活動檢測、口語語言和語音障礙識別、自動語音到語音摘要以及卷積神經網絡的相關內容