Machine Learning for Speaker Recognition (Hardcover)
暫譯: 說話者識別的機器學習 (精裝版)
Mak, Man-Wai, Chien, Jen-Tzung
- 出版商: Cambridge
- 出版日期: 2020-11-19
- 售價: $4,400
- 貴賓價: 9.5 折 $4,180
- 語言: 英文
- 頁數: 334
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1108428126
- ISBN-13: 9781108428125
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相關分類:
Machine Learning
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商品描述
This book will help readers understand fundamental and advanced statistical models and deep learning models for robust speaker recognition and domain adaptation. This useful toolkit enables readers to apply machine learning techniques to address practical issues, such as robustness under adverse acoustic environments and domain mismatch, when deploying speaker recognition systems. Presenting state-of-the-art machine learning techniques for speaker recognition and featuring a range of probabilistic models, learning algorithms, case studies, and new trends and directions for speaker recognition based on modern machine learning and deep learning, this is the perfect resource for graduates, researchers, practitioners and engineers in electrical engineering, computer science and applied mathematics.
商品描述(中文翻譯)
本書將幫助讀者理解基本和進階的統計模型以及深度學習模型,以實現穩健的說話者識別和領域適應。這個實用的工具包使讀者能夠應用機器學習技術來解決實際問題,例如在不利的聲學環境和領域不匹配下的穩健性,當部署說話者識別系統時。本書展示了最先進的機器學習技術,涵蓋了一系列的機率模型、學習算法、案例研究,以及基於現代機器學習和深度學習的說話者識別的新趨勢和方向,是電機工程、計算機科學和應用數學領域的畢業生、研究人員、實務工作者和工程師的完美資源。