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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 31–40 of 794 papers

Title	Date	Tasks	Status	Hype
SpeechBrain: A General-Purpose Speech Toolkit	Jun 8, 2021	Language IdentificationSpoken Language Understanding	CodeCode Available	1
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users	Apr 27, 2021	Language IdentificationRepresentation Learning	CodeCode Available	1
A reproduction of Apple's bi-directional LSTM models for language identification in short strings	Feb 11, 2021	Language Identification	CodeCode Available	1
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems	Dec 3, 2020	Language IdentificationSpeech Language Identification	CodeCode Available	1
VoxLingua107: a Dataset for Spoken Language Recognition	Nov 25, 2020	Action DetectionActivity Detection	CodeCode Available	1
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus	Oct 27, 2020	Language Identification	CodeCode Available	1
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer	Aug 4, 2020	Cross-Lingual TransferData Augmentation	CodeCode Available	1
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media	Jul 26, 2020	Abuse DetectionLanguage Identification	CodeCode Available	1
Common Voice: A Massively-Multilingual Speech Corpus	Dec 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks	Jun 10, 2025	Language IdentificationQuestion Answering	—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