Code-switched Language Models Using Dual RNNs and Same-Source Pretraining

Class-based n-gram models of natural language

Peter F Brown, Peter V Desouza, Robert L Mercer, Vincent J Della Pietra, and Jenifer C Lai. 1992 · 1992

Earlier work this paper cites.

Detection of language boundary in code-switching utterances by bi-phone probabilities

Joyce YC Chan, PC Ching, Tan Lee, and Helen M Meng. 2004 · 2004

Earlier work this paper cites.

An approach to mixed language automatic speech recognition

K Bhuvanagiri and Sunil Kopparapu. 2010 · 2010

Earlier work this paper cites.

An analysis of a Mandarin-English code-switching speech corpus: SEAME

Dau-Cheng Lyu, Tien-Ping Tan, Eng-Siong Chng, and Haizhou Li. 2010 · 2010

Earlier work this paper cites.

Recurrent neural network based language model

Tomáš Mikolov, Martin Karafiát, Lukáš Burget, Jan Černockỳ, and Sanjeev Khudanpur. 2010 · 2010

Earlier work this paper cites.

An integrated framework for transcribing Mandarin-English code-mixed lectures with improved acoustic and language modeling

Ching Feng Yeh, Chao Yu Huang, Liang Che Sun, and Lin Shan Lee. 2010 · 2010

Earlier work this paper cites.

Language dependent universal phoneme posterior estimation for mixed language speech recognition

David Imseng, Hervé Bourlard, Mathew Magimai Doss, and John Dines. 2011 · 2011

Earlier work this paper cites.

Asymmetric acoustic modeling of mixed language speech

Ying Li, Pascale Fung, Ping Xu, and Yi Liu. 2011 · 2011

Earlier work this paper cites.

A first speech recognition system for Mandarin-English code-switch conversational speech

Ngoc Thang Vu, Dau-Cheng Lyu, Jochen Weiner, Dominic Telaar, Tim Schlippe, Fabian Blaicher, Eng-Siong Chng, Tanja Schultz, and Haizhou Li. 2012 · 2012

Cited alongside, same era.

Recurrent neural network language modeling for code switching conversational speech

Heike Adel, Ngoc Thang Vu, Franziska Kraus, Tim Schlippe, Haizhou Li, and Tanja Schultz. 2013 · 2013

Cited alongside, same era.

Code-switching in conversation: Language, interaction and identity

Peter Auer. 2013 · 2013

Cited alongside, same era.

Improved mixed language speech recognition using asymmetric acoustic model and language model with code-switch inversion constraints

Ying Li and Pascale Fung. 2013 · 2013

Cited alongside, same era.

Combining recurrent neural networks and factored language models during decoding of code-switching speech

Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, and Tanja Schultz. 2014 · 2014

Cited alongside, same era.

Scheduled sampling for sequence prediction with recurrent neural networks

Samy Bengio, Oriol Vinyals, Navdeep Jaitly, and Noam Shazeer. 2015 · 2015

Later among the works it cites.

Challenges of computational processing of code-switching

Özlem Çetinoglu, Sarah Schulz, and Ngoc Thang Vu. 2016 · 2016

Later among the works it cites.

Curriculum design for code-switching: Experiments with language identification and language modeling with deep neural networks

Ashutosh Baheti, Sunayana Sitaram, Monojit Choudhury, and Kalika Bali. 2017 · 2017

Later among the works it cites.

Seqgan: Sequence generative adversarial nets with policy gradient

Lantao Yu, Weinan Zhang, Jun Wang, and Yong Yu. 2017 · 2017

Later among the works it cites.

Language informed modeling of code-switched text

Khyathi Chandu, Thomas Manzini, Sumeet Singh, and Alan W Black. 2018 · 2018

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Dual language models for code mixed speech recognition