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El. knyga: Speech and Computer: 22nd International Conference, SPECOM 2020, St. Petersburg, Russia, October 7-9, 2020, Proceedings

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This book constitutes the proceedings of the 22nd International Conference on Speech and Computer, SPECOM 2020, held in St. Petersburg, Russia, in October 2020.
The 65 papers presented were carefully reviewed and selected from 160 submissions. The papers present current research in the area of computer speech processing including speech science, speech technology, natural language processing, human-computer interaction, language identification, multimedia processing, human-machine interaction, deep learning for audio processing, computational paralinguistics, affective computing, speech and language resources, speech translation systems, text mining and sentiment analysis, voice assistants, etc.

Due to the Corona pandemic SPECOM 2020 was held as a virtual event.

Lightweight CNN for Robust Voice Activity Detection.- Hate Speech
Detection Using Transformer Ensembles on the HASOC Dataset.- MP3 Compression
to Diminish Adversarial Noise in End-to-End Speech Recognition.- Exploration
of End-to-End ASR for OpenSTT Russian Open Speech-to-Text Dataset.-
Directional Clustering with Polyharmonic Phase Estimation for Enhanced
Speaker Localization.- Speech Emotion Recognition using Spectrogram Patterns
as Features.- Pragmatic Markers in Dialogue and Monologue: Difficulties of
Identification and Typical Formation Models.- Data Augmentation and Loss
Normalization for Deep Noise Suppression.- Automatic Information Extraction
from Scanned Documents.- Dealing with Newly Emerging OOVs in Broadcast
Programs by Daily Updates of the Lexicon and Language Model.- A Rumor
Detection in Russian Tweets.- Automatic Prediction of Word form Reduction in
Russian Spontaneous Speech.- Formant Frequency Analysis of MSA Vowels  in Six
Algerian Regions.- EmotionRecognition and Sentiment Analysis of
Extemporaneous Speech Transcriptions in Russian.- Predicting a Cold from
Speech using Fisher Vectors; SVM and XGBoost as Classifiers.- Toxicity in
Texts and Images on the Internet.- An Automated Pipeline for Robust Image
Processing and Optical Character Recognition of Historical Documents.-
Lipreading with LipsID.- Automated Destructive Behavior State Detection on
the 1D CNN-based Voice Analysis.- Rhythmic Structures of Russian Prose and
Occasional Iambs (a Diachronic Case Study) .- Automatic Detection of
Backchannels in Russian Dialogue Speech.- Experimenting with Attention
Mechanisms in Joint CTC-Attention Models for Russian Speech Recognition.-
Comparison of Deep Learning Methods for Spoken Language Identification.-
Conceptual Operations with Semantics for a Companion Robot.- Legal Tech:
Documents' Validation Method Based on the Associative-Ontological Approach.-
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech
Recognition.- CTC-Segmentation of Large Corpora for German End-to-End Speech
Recognition.- Stylometrics Features under Domain Shift: Do they Really
Context-independent.- Speech Features of 13-15 Year-old Children with
Autism Spectrum Disorders.- Multi-corpus Experiment on Continuous Speech
Emotion Recognition: Convolution or Recurrence.- Detection of Toxic Language
in Short Text Messages.- Transfer Learning in Speakers Age and Gender
Recognition.- Interactivity-based Quality Prediction of Conversations with
Transmission Delay.- Graphic Markers of Irony and Sarcasm in Written Texts.-
Digital Rhetoric 2.0: How to Train Charismatic Speaking with Speech-melody
Visualization Software.- Generating a Concept Relation Network for Turkish
Based on ConceptNet Using Translational Methods.- Bulgarian Associative
Dictionaries in the LABLASS Web-based System.- Preliminary Investigation of
Potential Steganographic Container Localization.- Some Comparative Cognitive
and Neurophysiological Reactions to Code-modifiedInternet Information.- The
Influence of Multimodal Polycode Internet Content on Human Brain Activity.-
Synthetic Speech Evaluation by Differential Maps in Pleasure-Arousal Space.-
Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie
Review Comments.- Evaluation of Voice Mimicking using i-vector Framework.-
Score Normalization of x-vector Speaker Verification System for
Short-duration Speaker Verification Challenge.- Genuine Spontaneous vs Fake
Spontaneous Speech: in Search of Distinction.- Mixing Synthetic and Recorded
Signals for Audio-book Generation.- Temporal Concord in Speech Interaction:
Overlaps and Interruptions in Spoken American English.- Cognitively
Challenging: Language Shift and Speech Rate of Academic Bilinguals.- Toward
Explainable Automatic Classification of Childrens Speech Disorders.-
Recognition Performance of Selected Speech Recognition APIs A Longitudinal
Study.- Does A Priori Phonological Knowledge Improve Cross-Lingual Robustness
of Phonemic Contrasts.- Can We Detect Irony in Speech Using Phonetic
Characteristics Only? - Looking for a Methodology of Analysis.- Automated
Compilation of a Corpus-based Dictionary and Computing Concreteness Ratings
of Russian.- Increasing the Accuracy of the ASR System by Prolonging
Voiceless Phonemes in the Speech of Patients using the Electrolarynx.-
Leverage Unlabeled Data for Abstractive Speech Summarization with
Self-Supervised Learning and Back-Summarization.- Uncertainty of Phone
Voicing and its Impact on Speech Synthesis.- Grappling with Web Technologies:
the Problems of Remote Speech Recording.- Robust Noisy Speech
Parameterization Using Convolutional Neural Networks.- More than Words:
Cross-Linguistic Exploration of Parkinson's Disease Identification from
Speech.- Phonological Length of L2 Czech Speakers Vowels in Ambiguous
Contexts as Perceived by L1 Listeners.- Learning an Unsupervised and
Interpretable Representation of Emotion from Speech.- Synchronized
Forward-Backward Transformer for End-to-End Speech Recognition.- KazNLP: a
Pipeline for Automated Processing of Texts Written in Kazakh Language.-
Diarization based on Identication with x-vectors.- Different Approaches in
Cross-Language Similar Documents Retrieval in the Legal Domain.