Statistical Language and Speech Processing

Chapter 1 Syntax and Data-to-Text Generation

Chapter 2 Spoken Language Processing: Time to Look Outside?

Chapter 3 Phonetics and Machine Learning: Hierarchical Modelling of Prosody in Statistical Speech Synthesis

Chapter 4 Statistical Language and Speech Processing

Chapter 5 Experiments with a PPM Compression-Based Method for English-Chinese Bilingual Sentence Alignment

Chapter 6 BiMEANT: Integrating Cross-Lingual and Monolingual Semantic Frame Similarities in the MEANT Semantic MT Evaluation Metric

Chapter 7 Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space

Chapter 8 Structured GMM Based on Unsupervised Clustering for Recognizing Adult and Child Speech

Chapter 9 Physiological and Cognitive Status Monitoring on the Base of Acoustic-Phonetic Speech Parameters

Chapter 10 Automatic Phonetic Transcription in Two Steps: Forced Alignment and Burst Detection

Chapter 11 Supervised Classification Using Balanced Training

Chapter 12 Exploring Multidimensional Continuous Feature Space to Extract Relevant Words

Chapter 13 Lazy and Eager Relational Learning Using Graph-Kernels

Chapter 14 Linear Co-occurrence Rate Networks (L-CRNs) for Sequence Labeling

Chapter 15 A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition

Chapter 16 Probabilistic Anomaly Detection Method for Authorship Verification

Chapter 17 Measuring Global Similarity Between Texts

Chapter 18 Identifying and Clustering Relevant Terms in Clinical Records Using Unsupervised Methods

Chapter 19 Predicting Medical Roles in Online Health Fora

Chapter 20 Informal Mathematical Discourse Parsing with Conditional Random Fields

Chapter 21 Corpus-Based Information Extraction and Opinion Mining for the Restaurant Recommendation System