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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 391–400 of 794 papers

Title	Date	Tasks	Status	Hype
Detect Language of Transliterated Texts	Apr 26, 2020	Language IdentificationTranslation	—Unverified	0
GLUECoS : An Evaluation Benchmark for Code-Switched NLP	Apr 26, 2020	Language Identificationnamed-entity-recognition	—Unverified	0
On the Language Neutrality of Pre-trained Multilingual Representations	Apr 9, 2020	Language IdentificationTransfer Learning	CodeCode Available	0
Mapping Languages: The Corpus of Global Language Use	Apr 2, 2020	Language Identification	—Unverified	0
Towards Relevance and Sequence Modeling in Language Recognition	Apr 2, 2020	Language IdentificationSpeaker Recognition	—Unverified	0
Offensive Language Identification in Greek	Mar 16, 2020	Language Identification	CodeCode Available	0
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition	Feb 19, 2020	Language Identificationspeech-recognition	—Unverified	0
Identification of Indian Languages using Ghost-VLAD pooling	Feb 5, 2020	Language Identification	—Unverified	0
Improving Language Identification for Multilingual Speakers	Jan 29, 2020	Language IdentificationSpoken language identification	—Unverified	0
Common Voice: A Massively-Multilingual Speech Corpus	Dec 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	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