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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 21–30 of 794 papers

Title	Date	Tasks	Status	Hype
AfroLID: A Neural Language Identification Tool for African Languages	Oct 21, 2022	Language Identification	CodeCode Available	1
The first neural machine translation system for the Erzya language	Sep 19, 2022	Language IdentificationMachine Translation	CodeCode Available	1
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages	Aug 24, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Word-level Language Identification Using Subword Embeddings for Code-mixed Bangla-English Social Media Data	Jun 1, 2022	Language IdentificationPOS	CodeCode Available	1
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models	Apr 18, 2022	Language IdentificationLanguage Modelling	CodeCode Available	1
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification	Mar 23, 2022	Language Identification	CodeCode Available	1
BERT-LID: Leveraging BERT to Improve Spoken Language Identification	Mar 1, 2022	Language IdentificationSpoken language identification	CodeCode Available	1
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale	Nov 17, 2021	Language IdentificationRepresentation Learning	CodeCode Available	1
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures	Oct 15, 2021	Few-Shot LearningLanguage Identification	CodeCode Available	1
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text	Jun 17, 2021	Language IdentificationSentiment Analysis	CodeCode Available	1

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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