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Speech and Language Technologies for Low-Resource Languages Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6-8, 2023, Revised Selected Papers
Title
Speech and Language Technologies for Low-Resource Languages [electronic resource] : Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6-8, 2023, Revised Selected Papers / edited by Bharathi Raja Chakravarthi, Bharathi B, Miguel Ángel García Cumbreras, Salud María Jiménez Zafra, Malliga Subramanian, Kogilavani Shanmugavadivel, Preslav Nakov.
ISBN
9783031584954
Edition
1st ed. 2024.
Publication
Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Physical Description
1 online resource (XIV, 460 p.) 272 illus., 130 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book constitutes the refereed conference proceedings of the second International Conference on Speech and Language Technologies for Low-Resource Languages, SPELLL 2023, held in Perundurai, Erode, India, during December 6-8, 2023. The 27 full papers and 6 short papers presented in this book were carefully reviewed and selected from 94 submissions. The papers are divided into the following topical sections: language resources; language technologies; speech technologies; and workshops - regional fake, MMLOW, LC4.
Variant and related titles
Springer ENIN.
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Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
May 08, 2024
Series
Communications in Computer and Information Science, 2046
Contents
Language Resources.
PolitiKweli: A Swahili-English Code-switched Twitter Political Misinformation Classification Dataset.
Telugu Meme Dataset and Baseline System for Automatic Identification of Domain, and Troll in Memes
SamPar: A Marathi hate speech dataset for Homophobia, Transphobia
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi
Creation and Classification of Kannada Meme Dataset: Exploring Domain and Troll Categories
Examining the Opportunities in Python Programming
Language Technologies:
Natural Language Processing for Tulu: Challenges, Review and Future Scope.
DeepBoost TransNet Transformer Network for Depression Classification.
Optimized BERT model for Question Answering System on Mobile Platform.
A Comparative Analysis of Pretrained Models for Sentiment Analysis on Restaurant Customer Reviews(CAPM-SARCR)
Lightweight Language Agnostic Data Sanitization Pipeline for dealing with Homoglyphs in Code-Mixed Languages
TextGram: Towards a better domain-adaptive pretraining
Abusive Social Media Comments Detection for Tamil and Telugu
Sales Forecasting from Group Conversation using Natural Language Processing
Hands in Harmony: Empowering Communication through Translation
Offensive text detection for Tamil language
Telugu-English Abusive Comment Detection using XLMRoBERTa and mBERT
A Knowledge Engineering Framework Addressing High Incidence of Farmer Suicides
Event Categorization from News Articles using Machine Learning Techniques
From Words to Emotions: Identifying Depression through Social Media Insights
Text Summarisation for Low-resourced Languages, A review
Speech Technologies
Multi Speaker Activity Detection Using Spectral Centroids
Spoken Language Identification System using Convolutional Neural Networks
Exploring the Role of Entropy in Music Classification
Spectral Features Based Spoken Dialect Identification for Punjabi Language
Hate Speech Detection Using Audio in Portuguese Language
An Empirical Analysis of the Consonantal Phonemic Patterns and characteristics of English spoken in India
Workshop 1: Workshops - Regional fake, MMLOW, LC4.
Multilingual Fake News Detection in Low-Resource Languages: A Comparative Study Using BERT and GPT-3.5
Bridging the Language Gap: Transformer-Based BERT for Fake News Detection in Low-Resource Settings
Optimized latent-dirichlet-allocation based topic modeling - an empirical study
Gender Recognition using ANN and Forward Rajan Transform Inclusive of Transgender Identity
Sarcasm Detection for Tamil Code-Mix Data using Transformers
Automatic identification of Meimayakkam in Tamil words using Rule based and Transfer learning.
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