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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 101–110 of 794 papers

Title	Date	Tasks	Status	Hype	Score
AfriHuBERT: A self-supervised speech representation model for African languages	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
Automatic Language Identification in Texts: A Survey	Apr 22, 2018	Language IdentificationSurvey	CodeCode Available	0	5
Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding	Jan 10, 2025	Automatic Speech RecognitionClassification	CodeCode Available	0	5
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization	May 30, 2023	Language Identification	CodeCode Available	0	5
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social Media	Dec 1, 2020	Feature EngineeringLanguage Identification	CodeCode Available	0	5
Multi-label Scandinavian Language Identification (SLIDE)	Feb 10, 2025	Language IdentificationSentence	CodeCode Available	0	5
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi	Sep 8, 2021	Language IdentificationTransfer Learning	CodeCode Available	0	5
Native Language Identification with Big Bird Embeddings	Sep 13, 2023	Computational EfficiencyFeature Engineering	CodeCode Available	0	5
Offensive Language Identification in Greek	Mar 16, 2020	Language Identification	CodeCode Available	0	5
Discriminating between Similar Languages using Weighted Subword Features	Apr 1, 2017	Language IdentificationText Categorization	CodeCode Available	0	5

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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