MARC details
| 000 -LEADER |
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| fixed length control field |
03036nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250716132003.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250716b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
TUPM |
| Language of cataloging |
English |
| Transcribing agency |
TUPM |
| Modifying agency |
TUPM |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
BTH TK 870 |
| Item number |
A93 2025 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Avanceña, Angelo SJ. |
| Relator term |
author |
| 245 ## - TITLE STATEMENT |
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| Title |
E-salin: |
| Remainder of title |
development of a tagalog fsl-to-text and speech-to-text- and-fsl images in real-time web-based filipino sign language and neural machine translation systems for selected 3 major philippine languages: cebuano, ilocano, and waray/ |
| Statement of responsibility, etc. |
Angelo SJ. Avanceña, Rose Belle G. Bolor, Sophia B. Espiritu, Annabela T. Ignacio, Eruel Andrei O. Marasigan, and Aaron B. Mendoza.-- |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Manila: |
| Name of publisher, distributor, etc. |
Technological University of the Philippines, |
| Date of publication, distribution, etc. |
2025. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvii, 272pages: |
| Dimensions |
29cm. |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Bachelor's thesis<br/> |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
College Of Engineering.--<br/> |
| Degree type |
Bachelor of science in electronics engineering: |
| Name of granting institution |
Technological University of the Philippines, <br/> |
| Year degree granted |
2025. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
e-SALIN is a real-time, web-based translation system designed to bridge the<br/>communication gap between the deaf and hearing communities in the Philippines. While<br/>many deaf individuals primarily use Filipino Sign Language (FSL), limited understanding<br/>among the hearing often leads to miscommunication and exclusion. e-SALIN addresses<br/>this by translating FSL into Tagalog text and into three widely spoken Philippine languages:<br/>Cebuano, Ilocano, and Waray. It promotes inclusive and respectful communication through<br/>gender-fair and culturally sensitive language. Powered by machine learning and computer<br/>vision; including CNN and LSTM models. The system accurately recognizes and translates<br/>signs in real time, achieving over 94% accuracy within three seconds. It also uses neural<br/>machine translation (NMT) models like marianMT and mBART, trained on a dataset of<br/>507 Tagalog words translated into regional languages. Despite working with low-resource<br/>languages, it maintains high translation quality, with BLEU scores ranging from 86.9% to<br/>98.8%, highlighting e-SALIN’s strong potential to support inclusive and multilingual<br/>communication. A dataset of 507 Tagalog words translated into Cebuano, Ilocano, and<br/>Waray using Google Colab Pro + was used to train the marianMT and mBART models.<br/>BLEU ratings showed that even with low-resource languages, translation quality varied<br/>from 86.9% to 98.8%, indicating good accuracy. These results highlight the system's strong<br/>multilingual translation and sign recognition capabilities. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Real-time system |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Web-based system |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Translation system |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Bolor, Rose Belle G. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Espiritu, Sophia B. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ignacio, Annabela T. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Marasigan, Eruel Andrei O. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mendoza, Aaron B. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis COE |
| Suppress in OPAC |
No |