Language identification from multi-lingual scene text images: a CNN based classifier ensemble approach
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-02528-4
Abstract: Since the past two decades, detecting text regions in complex natural images has emerged as a problem of great interest for the research fraternity. This is because these regions of interest serve as source of… read more here.
Keywords: text; scene text; multi lingual; language identification ... See more keywords
A Systematic Review on Language Identification of Code-Mixed Text: Techniques, Data Availability, Challenges, and Framework Development
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3223703
Abstract: The mix of native language with other languages (code-mixing) in social media has posed a severe challenge for language identification (LID) systems. It has encouraged research on code-mixed LID solutions. Four things have been identified… read more here.
Keywords: mixed lid; code mixed; code; language identification ... See more keywords
A Deep Learning Approach for Identifying and Discriminating Spoken Arabic Among Other Languages
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3241855
Abstract: Spoken Language Identification (SLID) is an important step in speech-to-speech translation systems and multi-lingual automatic speech recognition. In recent research, deep learning mechanisms have been the prevailing approaches for spoken language identification. This paper aims… read more here.
Keywords: speech; language identification; spoken arabic; deep learning ... See more keywords
Effective Approaches to Neural Query Language Identification
Sign Up to like & getrecommendations! Published in 2022 at "Computational Linguistics"
DOI: 10.1162/coli_a_00451
Abstract: Abstract Query language identification (Q-LID) plays a crucial role in a cross-lingual search engine. There exist two main challenges in Q-LID: (1) insufficient contextual information in queries for disambiguation; and (2) the lack of query-style… read more here.
Keywords: low resource; query language; model; language identification ... See more keywords
HMM Based Language Identification from Speech Utterances of Popular Indic Languages Using Spectral and Prosodic Features
Sign Up to like & getrecommendations! Published in 2021 at "Traitement du Signal"
DOI: 10.18280/ts.380232
Abstract: Received: 25 July 2020 Accepted: 10 January 2021 Language identification system (LID) is a system which automatically recognises the languages of short-term duration of unknown utterance of human beings. It recognises the discriminate features and… read more here.
Keywords: language identification; system; speech; speech utterances ... See more keywords
On Hierarchical Text Language-Identification Algorithms
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DOI: 10.3390/a11040039
Abstract: Text on the Internet is written in different languages and scripts that can be divided into different language groups. Most of the errors in language identification occur with similar languages. To improve the performance of… read more here.
Keywords: language identification; text language; identification algorithms; identification ... See more keywords
Image-based many-language programming language identification
Sign Up to like & getrecommendations! Published in 2021 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.631
Abstract: Programming language identification (PLI) is a common need in automatic program comprehension as well as a prerequisite for deeper forms of code understanding. Image-based approaches to PLI have recently emerged and are appealing due to… read more here.
Keywords: language identification; language; programming language; image based ... See more keywords