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Yucatec Maya
Whisper-LM con léxico maya: corrección de transcripciones ASR de maya yucateco usando Gemini y un diccionario como referencia
Un pipeline en Google Colab que corrige transcripciones ruidosas de Whisper en maya yucateco combinando reglas morfológicas, un léxico de 2,988 entradas y Gemini 2.0 Flash como modelo corrector.
Jaziel A. Carballo Tadeo
Jul 9, 2026
Whisper-LM with a Maya Lexicon: Correcting Yucatec Maya ASR Transcriptions Using Gemini and a Dictionary as Reference
A Google Colab pipeline that corrects noisy Whisper transcriptions of Yucatec Maya by combining morphological rules, a 2,988-entry lexicon, and Gemini 2.0 Flash as a corrector model.
Jaziel A. Carballo Tadeo
The YUA-ES Communicative Contexts Corpus: An Open Parallel Dataset of Everyday Yucatec Maya–Spanish Phrases
An openly licensed parallel corpus of 14,332 aligned phrase pairs in Yucatec Maya and Spanish, organized into 31 everyday communicative contexts — the first open, phrase-aligned corpus of its kind.
Alejandro Molina Villegas
,
María Elisa Chavarrea-Chim
,
Samuel Canul-Yah
,
Sary Lorena Hau-Ucán
Jun 17, 2026
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DOI
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The YUA-ES Communicative Contexts Corpus: An Open Parallel Dataset of Everyday Yucatec Maya–Spanish Phrases
An openly licensed parallel corpus of 14,332 aligned phrase pairs in Yucatec Maya and Spanish, organized into 31 everyday communicative contexts — the first open, phrase-aligned corpus of its kind.
Alejandro Molina Villegas
,
María Elisa Chavarrea-Chim
,
Samuel Canul-Yah
,
Sary Lorena Hau-Ucán
PDF
Cite
DOI
View on Research Square
Generating a Culturally and Linguistically Adapted Word Similarity Benchmark for Yucatec Maya
Un benchmark de similitud de palabras cultural y lingüísticamente adaptado al maya yucateco, construido a partir de una Lista de Swadesh filtrada, que muestra que la elección del benchmark pesa más que el ajuste de hiperparámetros al evaluar word embeddings.
Alejandro Molina Villegas
,
Joel Suro-Villalobos
,
Jorge Reyes-Magaña
,
Silvia Fernández-Sabido
Sep 25, 2025
DOI
Ver en Inteligencia Artificial
Generating a Culturally and Linguistically Adapted Word Similarity Benchmark for Yucatec Maya
A culturally and linguistically adapted word similarity benchmark for Yucatec Maya, built from a filtered Swadesh List, showing that benchmark selection matters more than hyperparameter tuning when evaluating word embeddings.
Alejandro Molina Villegas
,
Joel Suro-Villalobos
,
Jorge Reyes-Magaña
,
Silvia Fernández-Sabido
DOI
View at Inteligencia Artificial
Findings of the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages
Resultados de la primera tarea compartida sobre generación automática de materiales educativos (variaciones de oraciones para ejercicios gramaticales) para bribri, maya y guaraní, con siete equipos y 22 sistemas participantes.
Luis Chiruzzo
,
Pavel Denisov
,
Alejandro Molina Villegas
,
Silvia Fernández-Sabido
,
Rolando Coto-Solano
,
Marvin Agüero-Torales
,
Aldo Alvarez
,
Samuel Canul-Yah
,
Sary Lorena Hau-Ucán
,
Abteen Ebrahimi
,
Robert Pugh
,
Arturo Oncevay
,
Shruti Rijhwani
,
Katharina Von Der Wense
,
Manuel Mager
Jun 21, 2024
PDF
DOI
Ver en ACL Anthology
Findings of the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages
Results of the first shared task on automatically generating educational materials (grammar-exercise sentence variations) for Bribri, Maya, and Guarani, with seven teams and 22 submitted systems.
Luis Chiruzzo
,
Pavel Denisov
,
Alejandro Molina Villegas
,
Silvia Fernández-Sabido
,
Rolando Coto-Solano
,
Marvin Agüero-Torales
,
Aldo Alvarez
,
Samuel Canul-Yah
,
Sary Lorena Hau-Ucán
,
Abteen Ebrahimi
,
Robert Pugh
,
Arturo Oncevay
,
Shruti Rijhwani
,
Katharina Von Der Wense
,
Manuel Mager
PDF
DOI
View at ACL Anthology
Mayasoundex: A Phonetically Grounded Algorithm for Information Retrieval in the Maya Language
Un algoritmo fonético tipo Soundex diseñado para la lengua maya, que genera códigos consistentes para palabras de sonido similar y permite una recuperación de información robusta frente a la variación ortográfica.
Alejandro Molina Villegas
Jun 16, 2024
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Mayasoundex: A Phonetically Grounded Algorithm for Information Retrieval in the Maya Language
A Soundex-style phonetic algorithm designed for the Maya language, generating consistent codes for similar-sounding words to enable robust information retrieval despite orthographic variation.
Alejandro Molina Villegas
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