Improved Language Identification Through Cross-Lingual Self-Supervised Learning

Author:

Tjandra Andros1,Choudhury Diptanu Gon1,Zhang Frank1,Singh Kritika1,Conneau Alexis1,Baevski Alexei1,Sela Assaf1,Saraf Yatharth1,Auli Michael1

Affiliation:

1. Meta AI,USA

Publisher

IEEE

Reference35 articles.

1. On layer normalization in the transformer architecture;xiong;ICML,2020

2. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;NAACL-2019,2019

3. A structured self-attentive sentence embedding;lin;ICLRE,2017

4. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training

5. Deep neural network embeddings for text-independent speaker verification.;snyder;InterSpeech,2017

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