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Language Identification

Language identification is the task of determining the language of a text.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 371–380 of 794 papers

Title	Date	Tasks	Status	Hype
Influence of Mother Tongue on English Accent	Dec 1, 2014	Language IdentificationSpeaker Recognition	—Unverified	0
Insights into End-to-End Learning Scheme for Language Identification	Apr 2, 2018	Language Identification	—Unverified	0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching	Dec 19, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts	Sep 22, 2020	BIG-bench Machine LearningDialect Identification	—Unverified	0
Automatic Detection of Sentence Fragments	Jul 1, 2015	Grammatical Error CorrectionLanguage Identification	—Unverified	0
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions	Jul 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
IR3218-UI at SemEval-2020 Task 12: Emoji Effects on Offensive Language IdentifiCation	Dec 1, 2020	Language Identification	—Unverified	0
IRLab\_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification	Dec 1, 2020	Language Identificationregression	—Unverified	0
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM	Dec 1, 2020	Language Identification	—Unverified	0
Experiments in Sentence Language Identification with Groups of Similar Languages	Aug 1, 2014	Language IdentificationSentence	—Unverified	0

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All datasets VOXLINGUA107 GlotLID-C Nordic Language Identification OpenSubtitles Universal Dependencies VoxForge

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	wav2vec 2.0 LV-60K	Error rate	7.2	—	Unverified
2	XLS-R	Error rate	5.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GlotLID	Macro F1	0.98	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FastText	Accuracy	0.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	91.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Apple bi-LSTM	Accuracy	86.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ConformerG-P	Accuracy	99.8	—	Unverified