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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
Yet Another Language Identifier	Apr 1, 2012	Language IdentificationQuestion Answering	—Unverified	0
Cross-domain Feature Selection for Language Identification	Nov 11, 2011	feature selectionLanguage Identification	—Unverified	0
Automatic Spoken Language Identification Utilizing Acoustic and Phonetic Speech Information	Jun 1, 2004	Language Identificationspeech-recognition	—Unverified	0
Automatic language identification	Aug 1, 2001	Language Identification	—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