Speech and Computer : 23rd International Conference, SPECOM 2021, St. Petersburg, Russia, September 27-30, 2021, Proceedings / edited by Alexey Karpov, Rodmonga Potapova.

Format:

Book

Contributor:

Karpov, Alexey, Editor.

Potapova, Rodmonga., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 12997

Lecture Notes in Artificial Intelligence ; 12997

Language:

English

Subjects (All):

Artificial intelligence.

Image processing-Digital techniques.

Computer vision.

Computer engineering.

Computer networks.

Application software.

Artificial Intelligence.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Local Subjects:

Artificial Intelligence.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XVII, 839 pages) : 204 illustrations, 129 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 23rd International Conference on Speech and Computer, SPECOM 2021, held in St. Petersburg, Russia, in September 2021.* The 74 papers presented were carefully reviewed and selected from 163 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources. *Due to the COVID-19 pandemic, SPECOM 2021 was held as a hybrid event.

Contents:

Text-Independent Speaker Verification Employing CNN-LSTM-TDNN Hybrid Networks

End-to-End Voice Spoofing Detection Employing Time Delay Neural Networks and Higher Order Statistics

Assessing Velar Gestures Timing in European Portuguese Nasal Vowels with RT-MRI Data

Designing and Deploying an Interaction Modality for Articulatory-Based Audiovisual Speech Synthesis

Kurdish Spoken Dialect Recognition Using X-vector Speaker Embedding

An ASR-based Tutor for Learning to Read: How to Optimize Feedback to First Graders

Velocity Differences Between Velum Raising and Lowering Movements

Pragmatic Markers of Russian Everyday Speech: Invariants in Dialogue and Monologue

Language Adaptation for Speaker Recognition Systems using Contrastive Learning

Evaluating X-vector-based Speaker Anonymization Under White-box Assessment

Improved Prosodic Clustering for Multispeaker and Speaker-Independent Phoneme-Level Prosody Control

Initial Experiments on Question Answering from the Intrinsic Structure of Oral History Archives

Imagined, Intended, and Spoken Speech Envelope Synthesis from Neuromagnetic Signals

What Causes Phonetic Reduction in Russian Speech: New Evidence from Machine Learning Algorithms

Toxic Comment Classification Service in Social Network

Deep Learning based Engagement Recognition in Highly Imbalanced Data

Intraspeaker Variability of a Professional Lecturer: Ageing, Genre, Pragmatics vs. Voice Acting (Case Study)

An Ensemble Approach for the Diagnosis of COVID-19 from Speech and Cough Sounds

Where are We in Semantic Concept Extraction for Spoken Language Understanding?

Learning Mizo Tones from F0 Contours using 1D-CNN

OCR Improvements for Images of Multi-Page Historical Documents

X-Bridge: Image-to-Image Translation with Reconstruction Capabilities

Who is Selling to Whom - Feature Evaluation for Multi-block Classification in Invoice Information Extraction

Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning

Text and Synthetic Data for Domain Adaptation in End-to-End Speech Recognition

Speaker-invariant Speech-To-Intent Classification for Low-Resource Languages

Speaker-Dependent Visual Command Recognition in Vehicle Cabin: Methodology and Evaluation

Optimised Code-Switched Language Model Data Augmentation in Four Under-Resourced South African Languages

Synthesis Speech based Data Augmentation for Low Resource Children ASR

End-to-End Russian Speech Recognition Models with Multi-Head Attention

Word-level Style Control for Expressive, Non-attentive Speech Synthesis

Perceiving Speech Aggression with and without Textual Context on Twitter Social Network Site

Assessing Speaker Interpolation in Neural Text-to-Speech

A Mobile Application for Detection of Amyotrophic Lateral Sclerosis via Voice Analysis

Child's Emotional Speech Classification by Human across Two Languages: Russian and Tamil

Analysis of Dialogues of Typically Developing Children, Children with Down Syndrome and ASD using Machine Learning Methods

Speaker Adaptation with Continuous Vocoder-based DNN-TTS

Automatic Recognition of the Psychoneurological State of Children: Autism Spectrum Disorders, Down Syndrome, Typical Development

Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation

USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments

A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English

Dialog Speech Sentiment Classification for Imbalanced Datasets

Explicit Control of the Level of Expressiveness in DNN-based Speech Synthesis by Embedding Interpolation

Experimental Analysis of Expert and Quantitative Estimates of Syllable Recordings in the Process of Speech Rehabilitation

Methods for Using Class Based N-gram Language Models in the Kaldi Toolkit

Spectral Root Features for Replay Spoof Detection in Voice Assistants

Influence of the Aggressive Internet Environment on Cognitive Personality Disorders (in Relation to the Russian Young Generation of Users)

Media Content vs Nature Stimuli Influence on Human Brain Activity

Can Your Eyes Tell Us Why You Hesitate? Comparing Reading Aloud in Russian as L1 and Japanese as L2

Recognition of Heavily Accented and Emotional Speech of English and Czech Holocaust Survivors using Various DNN Architectures

Assessing Speaker-Independent Character Information for Acted Voices

Influence of Speaker Pre-training on Character Voice Representation

Opinion Classification via Word and Emoji Embedding Models with LSTM

An Equal Data Setting for Attention-based Encoder-Decoder and HMM/DNN Models: a Case Study in Finnish ASR

Speaker-aware Training of Speech Emotion Classifier with Speaker Recognition

Neural Network Recognition of Russian Noun and Adjective Cases in the Google Books Ngram Corpus

Is it a Filler or a Pause? A Quantitative Analysis of Filled Pauses in Hebrew

Modified Group Delay Function using Different Spectral Smoothing Techniques for Voice Liveness Detection

Complex Rhythm Adjustments in Multilingual Code-Switching across Mandarin, English and Russian

Increasing the Precision of Dysarthric Speech Intelligibility and Severity Level Estimate

Articulation During Voice Disguise: a Pilot Study

Improvement of Speaker Number Estimation by Applying an Overlapped Speech Detector

Mind Your Tweet: Abusive Tweet Detection

Speaker Authorization for Air Traffic Control Security

Prosodic Changes with Age: a Longitudinal Study on a Famous European Portuguese Native Speaker

Automatic Selection of the Most Characterizing Features for Detecting COPD in Speech

Multilingual Training Set Selection for ASR in Under-Resourced Malian Languages

Human and Transformer-Based Prosodic Phrasing in Two Speech Genres

Learning Efficient Representations for Keyword Spotting with Triplet Loss

Regularized Forward-Backward Decoder for Attention Models

Induced Local Attention for Transformer Models in Speech Recognition

Applying EEND Diarization to Telephone Recordings from a Call Center

Acoustic Characteristics of Speech Entrainment in Dialogues in Similar Phonetic Sequences

Predicting Biometric Error Behaviour from Speaker Embeddings and a Fast Score Normalization Scheme.

Other Format:

Printed edition:

ISBN:

978-3-030-87802-3

9783030878023

Access Restriction:

Restricted for use by site license.