Speech and Language Technologies for Low-Resource Languages (Record no. 87891)
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| fixed length control field | 06534nam a22006375i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-58495-4 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730171924.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240423s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031584954 |
| -- | 978-3-031-58495-4 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Speech and Language Technologies for Low-Resource Languages |
| Sub Title | Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6-8, 2023, Revised Selected Papers / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XIV, 460 p. 272 illus., 130 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Communications in Computer and Information Science, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | -- 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. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Chakravarthi, Bharathi Raja. |
| 700 1# - AUTHOR 2 | |
| Author 2 | B, Bharathi. |
| 700 1# - AUTHOR 2 | |
| Author 2 | García Cumbreras, Miguel Ángel. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Jiménez Zafra, Salud María. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Subramanian, Malliga. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Shanmugavadivel, Kogilavani. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Nakov, Preslav. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-58495-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| -- | 2024. |
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| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer networks . |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Natural language processing (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Database management. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Natural Language Processing (NLP). |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Database Management. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-4575-7934 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-7279-5357 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-1867-9587 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-3274-8825 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-3263-0376 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-0715-143X |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1865-0937 ; |
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