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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 241–250 of 794 papers

Title	Date	Tasks	Status	Hype
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages	May 10, 2021	Language IdentificationSpoken language identification	—Unverified	0
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users	Apr 27, 2021	Language IdentificationRepresentation Learning	CodeCode Available	1
Language ID Prediction from Speech Using Self-Attentive Pooling and 1D-Convolutions	Apr 24, 2021	Language Identificationspeech-recognition	—Unverified	0
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada	Apr 17, 2021	ClassificationLanguage Identification	CodeCode Available	0
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification	Apr 1, 2021	Language IdentificationMulti-Task Learning	—Unverified	0
Optimizing a Supervised Classifier for a Difficult Language Identification Problem	Apr 1, 2021	Language Identificationregression	—Unverified	0
Findings of the VarDial Evaluation Campaign 2021	Apr 1, 2021	Dialect IdentificationLanguage Identification	—Unverified	0
N-gram and Neural Models for Uralic Language Identification: NRC at VarDial 2021	Apr 1, 2021	Language Identification	—Unverified	0
Comparing the Performance of CNNs and Shallow Models for Language Identification	Apr 1, 2021	Dialect IdentificationLanguage Identification	CodeCode Available	0
Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language	Apr 1, 2021	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