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Statistical Language and Speech Processing

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Cover of 'Statistical Language and Speech Processing'

Table of Contents

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    Book Overview
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    Chapter 1 Deep Learning of Representations: Looking Forward
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    Chapter 2 Challenges and Opportunities of Multilingual Information Access
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    Chapter 3 Unsupervised Rhyme Scheme Identification in Hip Hop Lyrics Using Hidden Markov Models
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    Chapter 4 Complementarity of Lexical Cohesion and Speaker Role Information for Story Segmentation of French TV Broadcast News
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    Chapter 5 An Investigation of Single-Pass ASR System Combination for Spoken Language Understanding
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    Chapter 6 Predicting Part-of-Speech Tags and Morpho-Syntactic Relations Using Similarity-Based Technique
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    Chapter 7 Statistical Error Correction Methods for Domain-Specific ASR Systems
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    Chapter 8 Reward Shaping for Statistical Optimisation of Dialogue Management
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    Chapter 9 Discriminative Framework for Spoken Tunisian Dialect Understanding
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    Chapter 10 Finding the Most Likely Upper Level State Sequence for Hierarchical HMMs
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    Chapter 11 Generalization of Discriminative Approaches for Speech Language Understanding in a Multilingual Context
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    Chapter 12 Speech/Music Discrimination via Energy Density Analysis
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    Chapter 13 Histogram Equalization Using Centroids of Fuzzy C-Means of Background Speakers’ Utterances for Speaker Identification
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    Chapter 14 Unsupervised Segmentation for Different Types of Morphological Processes Using Multiple Sequence Alignment
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    Chapter 15 Cross-Lingual Random Indexing for Information Retrieval
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    Chapter 16 Rational Kernels for Arabic Text Classification
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    Chapter 17 Experiments with Semantic Similarity Measures Based on LDA and LSA
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    Chapter 18 MDL-Based Models for Transliteration Generation
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    Chapter 19 Using Regression for Spectral Estimation of HMMs
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    Chapter 20 Iterative Rule Segmentation under Minimum Description Length for Unsupervised Transduction Grammar Induction
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    Chapter 21 Comparing Resources for Spanish Lexical Simplification
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    Chapter 22 Context-Aware Correction of Spelling Errors in Hungarian Medical Documents
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    Chapter 23 Statistical Language and Speech Processing
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    Chapter 24 Can Statistical Tests Be Used for Feature Selection in Diachronic Text Classification?
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    Chapter 25 Factored Semantic Sequence Kernel for Sentiment Polarity Classification
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    Chapter 26 An Investigation of Code-Switching Attitude Dependent Language Modeling
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