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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 461–470 of 794 papers

Title	Date	Tasks	Status	Hype
Towards End-to-End Code-Switching Speech Recognition	Oct 31, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Strategies for Language Identification in Code-Mixed Low Resource Languages	Oct 16, 2018	Language Identification	—Unverified	0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text	Oct 9, 2018	DecoderLanguage Identification	—Unverified	0
The Role of Emotions in Native Language Identification	Oct 1, 2018	Deception DetectionLanguage Identification	—Unverified	0
Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists	Oct 1, 2018	ClusteringLanguage Identification	—Unverified	0
Native Language Identification with User Generated Content	Oct 1, 2018	Language IdentificationNative Language Identification	—Unverified	0
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification	Oct 1, 2018	Language IdentificationPart-Of-Speech Tagging	—Unverified	0
Hindi-English Code-Switching Speech Corpus	Sep 24, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Language Identification with Deep Bottleneck Features	Sep 18, 2018	Language IdentificationSpeech Language Identification	—Unverified	0
End-to-end Language Identification using NetFV and NetVLAD	Sep 9, 2018	Language Identification	CodeCode Available	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