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The importance of systems that can extract structured information from textual data becomes increasingly pronounced given the ever-increasing volume of text produced on a daily basis. Having a system that can effectively extract such…

Computation and Language · Computer Science 2023-11-27 Hugo Sousa , Nuno Guimarães , Alípio Jorge , Ricardo Campos

Simultaneous translation (ST) outputs translation while receiving the source inputs, and hence requires a policy to determine whether to translate a target token or wait for the next source token. The major challenge of ST is that each…

Computation and Language · Computer Science 2022-11-02 Shaolei Zhang , Yang Feng

Information surrounds people in modern life. Text is a very efficient type of information that people use for communication for centuries. However, automated text-in-the-wild recognition remains a challenging problem. The major limitation…

Computer Vision and Pattern Recognition · Computer Science 2023-03-30 Igor Markov , Sergey Nesteruk , Andrey Kuznetsov , Denis Dimitrov

End-to-end TTS requires a large amount of speech/text paired data to cover all necessary knowledge, particularly how to pronounce different words in diverse contexts, so that a neural model may learn such knowledge accordingly. But in real…

Sound · Computer Science 2022-06-27 Mutian He , Jingzhou Yang , Lei He , Frank K. Soong

Finding previously debunked narratives involves identifying claims that have already undergone fact-checking. The issue intensifies when similar false claims persist in multiple languages, despite the availability of debunks for several…

Computation and Language · Computer Science 2024-08-21 Iknoor Singh , Carolina Scarton , Xingyi Song , Kalina Bontcheva

Yor\`ub\'a is a widely spoken West African language with a writing system rich in orthographic and tonal diacritics. They provide morphological information, are crucial for lexical disambiguation, pronunciation and are vital for any…

Computation and Language · Computer Science 2020-03-25 Iroro Orife , David I. Adelani , Timi Fasubaa , Victor Williamson , Wuraola Fisayo Oyewusi , Olamilekan Wahab , Kola Tubosun

We report an experiment to check the identification of a set of words in popular written Portuguese with two versions of a computational dictionary of Brazilian Portuguese, DELAF PB 2004 and DELAF PB 2015. This dictionary is freely…

Computation and Language · Computer Science 2019-04-22 Maria José Finatto , Oto Vale , Eric Laporte

The ever-growing volume of data of user-generated content on social media provides a nearly unlimited corpus of unlabeled data even in languages where resources are scarce. In this paper, we demonstrate that state-of-the-art results on two…

Machine Learning · Computer Science 2019-12-18 Thanapapas Horsuwan , Kasidis Kanwatchara , Peerapon Vateekul , Boonserm Kijsirikul

While billions of non-English speaking users rely on search engines every day, the problem of ad-hoc information retrieval is rarely studied for non-English languages. This is primarily due to a lack of data set that are suitable to train…

Information Retrieval · Computer Science 2020-05-01 Sean MacAvaney , Luca Soldaini , Nazli Goharian

This study presents an overview of IS&LS thematic trends in Portugal between 2001 and 2012. The results were obtained by means of an analysis, using expeditious qualitative and quantitative techniques, of the bibliographic records of…

Digital Libraries · Computer Science 2016-08-07 Silvana Roque de Oliveira , Catarina Moreira , José Borbinha , María Ángeles Zulueta Garcia

Abstract End-to-end text-to-speech (TTS) systems has proved its great success in the presence of a large amount of high-quality training data recorded in anechoic room with high-quality microphone. Another approach is to use available…

Audio and Speech Processing · Electrical Eng. & Systems 2020-04-22 Viet Lam Phung , Phan Huy Kinh , Anh Tuan Dinh , Quoc Bao Nguyen

Providing better language tools for low-resource and endangered languages is imperative for equitable growth. Recent progress with massively multilingual pretrained models has proven surprisingly effective at performing zero-shot transfer…

Computation and Language · Computer Science 2022-11-10 Louis Clouâtre , Prasanna Parthasarathi , Amal Zouaq , Sarath Chandar

Recently, tampered text detection has attracted increasing attention due to its essential role in information security. Although existing methods can detect the tampered text region, the interpretation of such detection remains unclear,…

Computer Vision and Pattern Recognition · Computer Science 2025-01-16 Chenfan Qu , Jian Liu , Haoxing Chen , Baihan Yu , Jingjing Liu , Weiqiang Wang , Lianwen Jin

Several high-resource Text to Speech (TTS) systems currently produce natural, well-established human-like speech. In contrast, low-resource languages, including Arabic, have very limited TTS systems due to the lack of resources. We propose…

Computation and Language · Computer Science 2023-01-27 Massa Baali , Tomoki Hayashi , Hamdy Mubarak , Soumi Maiti , Shinji Watanabe , Wassim El-Hajj , Ahmed Ali

Current Grammar Error Correction (GEC) initiatives tend to focus on major languages, with less attention given to low-resource languages like Esperanto. In this article, we begin to bridge this gap by first conducting a comprehensive…

Computation and Language · Computer Science 2024-02-19 Junhong Liang

In this paper, we present CML-TTS, a recursive acronym for CML-Multi-Lingual-TTS, a new Text-to-Speech (TTS) dataset developed at the Center of Excellence in Artificial Intelligence (CEIA) of the Federal University of Goias (UFG). CML-TTS…

Audio and Speech Processing · Electrical Eng. & Systems 2023-06-21 Frederico S. Oliveira , Edresson Casanova , Arnaldo Cândido Júnior , Anderson S. Soares , Arlindo R. Galvão Filho

LLMs like GPT are great at tasks involving English which dominates in their training data. In this paper, we look at how they cope with tasks involving languages that are severely under-represented in their training data, in the context of…

Computation and Language · Computer Science 2023-08-22 Michela Lorandi , Anya Belz

Text is by far the most ubiquitous source of knowledge and information and should be made easily accessible to as many people as possible; however, texts often contain complex words that hinder reading comprehension and accessibility.…

Computation and Language · Computer Science 2023-07-06 Kim Cheng Sheang , Horacio Saggion

There is an emerging effort to develop NLP for Indonesias 700+ local languages, but progress remains costly due to the need for direct engagement with native speakers. However, it is unclear what these language communities truly need from…

Computation and Language · Computer Science 2025-09-30 Muhammad Dehan Al Kautsar , Lucky Susanto , Derry Wijaya , Fajri Koto

Culture and language evolve together. The old literary form of Tamil is used commonly for writing and the contemporary colloquial Tamil is used for speaking. Human-computer interaction applications require Colloquial Tamil (CT) to make it…

Audio and Speech Processing · Electrical Eng. & Systems 2024-08-27 M. Nanmalar , P. Vijayalakshmi , T. Nagarajan