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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 161–170 of 794 papers

Title	Date	Tasks	Status	Hype	Score
A Perplexity-Based Method for Similar Languages Discrimination	Apr 1, 2017	Language Identification	—Unverified	0	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	0
BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification	Jun 23, 2021	Language IdentificationMulti-Task Learning	—Unverified	0	0
An Unsupervised Morphological Criterion for Discriminating Similar Languages	Dec 1, 2016	Language IdentificationText Categorization	—Unverified	0	0
A language model based approach towards large scale and lightweight language identification systems	Oct 13, 2015	Language IdentificationLanguage Modeling	—Unverified	0	0
A Deep Generative Approach to Native Language Identification	Dec 1, 2020	BIG-bench Machine LearningLanguage Identification	—Unverified	0	0
A Code-Switching Corpus of Turkish-German Conversations	Apr 1, 2017	Automatic Speech Recognition (ASR)Language Identification	—Unverified	0	0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum	Jul 1, 2012	DiversityLanguage Identification	—Unverified	0	0
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search	Aug 1, 2016	Automatic Speech Recognition (ASR)Language Identification	—Unverified	0	0
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective	Nov 30, 2022	Language IdentificationSpoken language identification	—Unverified	0	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