Speech and Computer

Table of Contents

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   Book Overview
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   Chapter 1 Lightweight CNN for Robust Voice Activity Detection
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   Chapter 2 Hate Speech Detection Using Transformer Ensembles on the HASOC Dataset
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   Chapter 3 MP3 Compression to Diminish Adversarial Noise in End-to-End Speech Recognition
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   Chapter 4 Exploration of End-to-End ASR for OpenSTT – Russian Open Speech-to-Text Dataset
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   Chapter 5 Directional Clustering with Polyharmonic Phase Estimation for Enhanced Speaker Localization
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   Chapter 6 Speech Emotion Recognition Using Spectrogram Patterns as Features
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   Chapter 7 Pragmatic Markers in Dialogue and Monologue: Difficulties of Identification and Typical Formation Models
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   Chapter 8 Data Augmentation and Loss Normalization for Deep Noise Suppression
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    Chapter 9 Automatic Information Extraction from Scanned Documents
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    Chapter 10 Dealing with Newly Emerging OOVs in Broadcast Programs by Daily Updates of the Lexicon and Language Model
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    Chapter 11 A Rumor Detection in Russian Tweets
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    Chapter 12 Automatic Prediction of Word Form Reduction in Russian Spontaneous Speech
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    Chapter 13 Formant Frequency Analysis of MSA Vowels in Six Algerian Regions
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    Chapter 14 Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian
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    Chapter 15 Predicting a Cold from Speech Using Fisher Vectors; SVM and XGBoost as Classifiers
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    Chapter 16 Toxicity in Texts and Images on the Internet
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    Chapter 17 An Automated Pipeline for Robust Image Processing and Optical Character Recognition of Historical Documents
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    Chapter 18 Lipreading with LipsID
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    Chapter 19 Automated Destructive Behavior State Detection on the 1D CNN-Based Voice Analysis
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    Chapter 20 Rhythmic Structures of Russian Prose and Occasional Iambs (a Diachronic Case Study)
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    Chapter 21 Automatic Detection of Backchannels in Russian Dialogue Speech
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    Chapter 22 Experimenting with Attention Mechanisms in Joint CTC-Attention Models for Russian Speech Recognition
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    Chapter 23 Comparison of Deep Learning Methods for Spoken Language Identification
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    Chapter 24 Conceptual Operations with Semantics for a Companion Robot
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    Chapter 25 Legal Tech: Documents’ Validation Method Based on the Associative-Ontological Approach
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    Chapter 26 Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition
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    Chapter 27 CTC-Segmentation of Large Corpora for German End-to-End Speech Recognition
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    Chapter 28 Stylometrics Features Under Domain Shift: Do They Really “Context-Independent”?
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    Chapter 29 Speech Features of 13–15 Year-Old Children with Autism Spectrum Disorders
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    Chapter 30 Multi-corpus Experiment on Continuous Speech Emotion Recognition: Convolution or Recurrence?
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    Chapter 31 Detection of Toxic Language in Short Text Messages
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    Chapter 32 Transfer Learning in Speaker’s Age and Gender Recognition
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    Chapter 33 Interactivity-Based Quality Prediction of Conversations with Transmission Delay
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    Chapter 34 Graphic Markers of Irony and Sarcasm in Written Texts
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    Chapter 35 Digital Rhetoric 2.0: How to Train Charismatic Speaking with Speech-Melody Visualization Software
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    Chapter 36 Generating a Concept Relation Network for Turkish Based on ConceptNet Using Translational Methods
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    Chapter 37 Bulgarian Associative Dictionaries in the LABLASS Web-Based System
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    Chapter 38 Preliminary Investigation of Potential Steganographic Container Localization
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    Chapter 39 Some Comparative Cognitive and Neurophysiological Reactions to Code-Modified Internet Information
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    Chapter 40 The Influence of Multimodal Polycode Internet Content on Human Brain Activity
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    Chapter 41 Synthetic Speech Evaluation by Differential Maps in Pleasure-Arousal Space
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    Chapter 42 Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments
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    Chapter 43 Evaluation of Voice Mimicking Using I-Vector Framework
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    Chapter 44 Score Normalization of X-Vector Speaker Verification System for Short-Duration Speaker Verification Challenge
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    Chapter 45 Genuine Spontaneous vs Fake Spontaneous Speech: In Search of Distinction
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    Chapter 46 Mixing Synthetic and Recorded Signals for Audio-Book Generation
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    Chapter 47 Temporal Concord in Speech Interaction: Overlaps and Interruptions in Spoken American English
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    Chapter 48 Cognitively Challenging: Language Shift and Speech Rate of Academic Bilinguals
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    Chapter 49 Toward Explainable Automatic Classification of Children’s Speech Disorders
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    Chapter 50 Recognition Performance of Selected Speech Recognition APIs – A Longitudinal Study
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    Chapter 51 Does A Priori Phonological Knowledge Improve Cross-Lingual Robustness of Phonemic Contrasts?
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    Chapter 52 Can We Detect Irony in Speech Using Phonetic Characteristics Only? – Looking for a Methodology of Analysis
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    Chapter 53 Automated Compilation of a Corpus-Based Dictionary and Computing Concreteness Ratings of Russian
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    Chapter 54 Increasing the Accuracy of the ASR System by Prolonging Voiceless Phonemes in the Speech of Patients Using the Electrolarynx
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    Chapter 55 Leverage Unlabeled Data for Abstractive Speech Summarization with Self-supervised Learning and Back-Summarization
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    Chapter 56 Uncertainty of Phone Voicing and Its Impact on Speech Synthesis
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    Chapter 57 Grappling with Web Technologies: The Problems of Remote Speech Recording
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    Chapter 58 Robust Noisy Speech Parameterization Using Convolutional Neural Networks
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    Chapter 59 More than Words: Cross-Linguistic Exploration of Parkinson’s Disease Identification from Speech
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    Chapter 60 Phonological Length of L2 Czech Speakers’ Vowels in Ambiguous Contexts as Perceived by L1 Listeners
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    Chapter 61 Learning an Unsupervised and Interpretable Representation of Emotion from Speech
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    Chapter 62 Synchronized Forward-Backward Transformer for End-to-End Speech Recognition
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    Chapter 63 KazNLP: A Pipeline for Automated Processing of Texts Written in Kazakh Language
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    Chapter 64 Diarization Based on Identification with X-Vectors
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    Chapter 65 Different Approaches in Cross-Language Similar Documents Retrieval in the Legal Domain