图书标签: NLP 人工智能 计算机科学 贾里尼克 算法 机器学习 数据处理 语音
发表于2024-11-14
Statistical Methods for Speech Recognition pdf epub mobi txt 电子书 下载 2024
This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as hidden Markov models, decision trees, the expectation-maximization algorithm, information theoretic goodness criteria, maximum entropy probability estimation, parameter and data clustering, and smoothing of probability distributions. The author's goal is to present these principles clearly in the simplest setting, to show the advantages of self-organization from real data, and to enable the reader to apply the techniques.
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Statistical Methods for Speech Recognition pdf epub mobi txt 电子书 下载 2024