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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 791–794 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Code Switched and Code Mixed Speech Recognition for Indic languages	Mar 30, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Code-Switched Named Entity Recognition with Embedding Attention	Jul 1, 2018	Language Identificationnamed-entity-recognition	—Unverified	0	0
Codeswitching language identification using Subword Information Enriched Word Vectors	Nov 1, 2016	Language IdentificationNamed Entity Recognition (NER)	—Unverified	0	0
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text	Aug 1, 2016	Language IdentificationPart-Of-Speech Tagging	—Unverified	0	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