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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 671–680 of 794 papers

Title	Date	Tasks	Status	Hype	Score
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification	Dec 1, 2016	ClusteringLanguage Acquisition	—Unverified	0	0
Adversarial synthesis based data-augmentation for code-switched spoken language identification	May 30, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Adversarial Training for Multilingual Acoustic Modeling	Jun 17, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text	Oct 9, 2018	DecoderLanguage Identification	—Unverified	0	0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification	Apr 17, 2024	Federated LearningLanguage Identification	—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
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification	Apr 29, 2020	Language Identification	—Unverified	0	0
Albanian Language Identification in Text Documents	Jan 14, 2019	ArticlesGeneral Classification	—Unverified	0	0
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning	Dec 1, 2020	Data AugmentationLanguage 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