Speech and Computer : 24th International Conference, SPECOM 2022, Gurugram, India, November 14–16, 2022, Proceedings / edited by S. R. Mahadeva Prasanna, Alexey Karpov, K. Samudravijaya, Shyam S. Agrawal.

Format:

Book

Contributor:

Prasanna, S. R. Mahadeva, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13721

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Application software.

Image processing--Digital techniques.

Image processing.

Computer vision.

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (737 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book constitutes the proceedings of the 24th International Conference on Speech and Computer, SPECOM 2022, held as a hybrid event in Gurugram, India, in November 2022. The 51 full and 9 short papers presented in this volume were carefully reviewed and selected from 99 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. .

Contents:

Thematic Diversity of Everyday Russian Discourse: a Case Study Based on the ORD corpus

Neural Embedding Extractors for Text-Independent Speaker Verification

Deep Speaker Embeddings based Online Diarization

Overlapped Speech Detection Using AM-FM based Time-Frequency Representations

Significance of Dimensionality Reduction in CNN-based Vowel Classification from Imagined Speech using Electroencephalogram Signals

Study of Speech Recognition System Based on Transformer and Connectionist Temporal Classification Models for Low Resource Language

An Initial Study on Birdsong Re-synthesis using Neural Vocoders

Speech Music Overlap Detection using Spectral Peak Evolutions

Influence of Accented Speech in Automatic Speech Recognition: A Case Study on Assamese L1 Speakers Speaking Code Switched Hindi-English

ClusterVote: Automatic Summarization Dataset Construction with Document Clusters

Comparing Unsupervised Detection Algorithms for Audio Adversarial Examples

Celtic EnglishContinuum in Pitch Patterns of Spontane-ous Talk: Evidence of Long-Term Contacts

Coherence Based Automatic Essay Scoring Using Sentence Embedding and Recurrent Neural Networks

Analysis of Automatic Evaluation Metric on Low-Resourced Language: BERTScore Vs BLEU Score

DyCoDa: A Multi-Modal Data Collection of Multi-User Remote Survival Game Recordings

On the Use of Ensemble X-Vector Embeddings for Improved Sleepiness Detection

Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection

Automatic Rhythm and Speech Rate Analysis of Mising Spontaneous Speech

An Electroglottographic Method for Assessing the Emotional State of the Speaker

Significance of Distance on Pop Noise for Voice Liveness Detection

CRIM’s Speech Recognition System for OpenASR21 Evaluation with Conformer and Voice Activity Detector Embeddings

Joint Changes in First and Second Formants of /a/, /i/, /u/ Vowels in Babble Noise - a New Statistical Approach

Comparing NLPSolutions for the Disambiguation of French Heterophonic Homographs for End-to-End TTS Systems

Detection of Speech Related Disorders by Pre-Trained Embedding Models Extracted Biomarkers

Multi-Label Dysfluency Classification

Harnessing Uncertainty - Multi-Label Dysfluency Classification with Uncertain Labels

Continuous Wavelet Transform for Severity-Level Classification of Dysarthria

Significance of Energy Features for Severity Classification of Dysarthria

Sailor and Hemant A. Patil An Analytic Study on Clustering-based Pseudo-Labels for Self-Supervised Deep Speaker Verification

Investigation of Transfer Learning for End-to-End Russian Speech Recognition

Prosodic Features of Verbal Irony in Russian and French: Universal vs. Language-Specific

Categorization of Threatening Speech Acts

Assessment of Speech Quality During Speech Rehabilitation Based on the Solution of the Classification Problem

Multi-level Fusion of Fisher Vector Encoded BERT and wav2vec 2.0 Embeddingsfor Native Language Identification

Fake Speech Detection using OpenSMILE Features

Nonverbal Constituents of Argumentative Discourse: Gesture and Prosody Interaction

Classifying Mahout and Social Interactions of Asian Elephants based on Trumpet Calls

Recognition of the Emotional State of Children with Down Syndrome by Video, Audio and Text Modalities: Human and Automatic

Fake Speech Detection using Modulation Spectrogram

Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks

A Multi[1]Modal Approach to Mining Intent from Code-Mixed Hindi-English Calls in the Hyperlocal-Delivery Domain

Importance of Supra-Segmental Information and Self-Supervised Framework for Spoken Language

Diarization Task

Low-resource Emotional Speech Synthesis: Transfer Learning, Data requirements and Adversarial Training

Fuzzy Classifier For Speech Assessment in Speech Rehabilitation

Analysis-by-Synthesis Modeling of Bengali Intonation

Neural Network Based Curve Fitting to Enhance the Intelligibility of Dysarthric Speech

Retrieval-based Dialogue Agents

Forensic Identification of Foreign-Language Speakers by the Method of Structural-Melodic Analysis of Phonograms

Logistics Translator. Concept Vision on Future Interlanguage Computer Assisted Translation

Analysis of Time-Averaged Feature Extraction Techniques on Infant Cry Classification

Should We Believe Our Eyes or Our Ears? Processing Incongruent Audiovisual Stimuli by Russian Listeners

Emotional Speech Recognition Based on Lip-Reading

Exploring The Use of Machine Learning for Resume Recommendations

The Role of Pause in Interaction: A Case of Polylogue

Dictionary with the Evaluation of Positivity/Negativity Degree of the Russian Words

Effects of Depth of Field on Focus using a Virtual Reality Escape Room

Dynamics of Frequency Characteristics of Visually Evoked Potentials of Electroencephalography During the Work with Brain-Computer Interfaces

Device Robust Acoustic Scene Classification using Adaptive Noise Reduction and Convolutional Recurrent Attention Neural Network

Comparison of Word Embeddings of Unaligned Audio and Text Data Using Persistent Homology

Low-Cost Training of Speech Recognition System for Hindi ASR Challenge 2022.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Prasanna, S. R. Mahadeva Speech and Computer

ISBN:

9783031209802

303120980X