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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
Dyn-ASR: Compact, Multilingual Speech Recognition via Spoken Language and Accent Identification	Aug 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Efficient Discrimination Between Closely Related Languages	Dec 1, 2012	Document ClassificationLanguage Identification	—Unverified	0
Efficiently Identifying Low-Quality Language Subsets in Multilingual Datasets: A Case Study on a Large-Scale Multilingual Audio Dataset	Oct 5, 2024	Language Identification	—Unverified	0
Emad at SemEval-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches	Jun 1, 2019	Data AugmentationLanguage Identification	—Unverified	0
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media	Oct 13, 2020	Language Identification	—Unverified	0
Arabic Dialect Identification in the Context of Bivalency and Code-Switching	May 1, 2018	Dialect IdentificationLanguage Identification	—Unverified	0
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media	Dec 1, 2020	Language Identification	—Unverified	0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts	Dec 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection	Nov 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Categorization of Turkish News Documents with Morphological Analysis	Aug 1, 2013	Information RetrievalLanguage 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