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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 171–180 of 794 papers

Title	Date	Tasks	Status	Hype
GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages	Jun 1, 2022	Language IdentificationMachine Translation	CodeCode Available	0
MHE: Code-Mixed Corpora for Similar Language Identification	Jun 1, 2022	Language IdentificationSentence	—Unverified	0
Adversarial synthesis based data-augmentation for code-switched spoken language identification	May 30, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Modernizing Open-Set Speech Language Identification	May 20, 2022	Language IdentificationSpeech Language Identification	—Unverified	0
Automatic Spoken Language Identification using a Time-Delay Neural Network	May 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge	May 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Building Machine Translation Systems for the Next Thousand Languages	May 9, 2022	Language IdentificationMachine Translation	—Unverified	0
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus	May 2, 2022	Language Identification	—Unverified	0
Findings of the Shared Task on Multi-task Learning in Dravidian Languages	May 1, 2022	Language IdentificationMulti-Task Learning	—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