Speech and Language Technologies for Low-Resource Languages

Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6–8, 2023, Revised Selected Papers

AvBharathi Raja Chakravarthi,Bharathi B

Häftad, Engelska, 2024

Del i serien Communications in Computer and Information Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2024-04-24
Mått:155 x 235 x 26 mm
Vikt:715 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:460
Upplaga:2024
Förlag:Springer International Publishing AG
ISBN:9783031584947

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- 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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