Data Augmentation for End-to-end Code-switching Speech Recognition

Data Augmentation for End-to-end Code-switching Speech Recognition

4 November 2020

Chenpeng Du

Hao Li

Papers citing "Data Augmentation for End-to-end Code-switching Speech Recognition"

15 / 15 papers shown

Title
SegAug: CTC-Aligned Segmented Augmentation For Robust RNN-Transducer Based Speech Recognition Khanh Le Tuan Vu Ho Dung Tran Duc Thanh Chau 68 0 0 20 Feb 2025
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition Shuai Zhang Jiangyan Yi Zhengkun Tian J. Tao Ye Bai 37 25 0 19 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 142 10,591 0 17 Feb 2020
word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs Yo Joong Choe Kyubyong Park Dongwoo Kim 14 22 0 27 Nov 2019
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 48 718 0 13 Sep 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 140 3,435 0 18 Apr 2019
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data Yerbolat Khassanov Haihua Xu Van Tung Pham Zhiping Zeng Chng Eng Siong Chongjia Ni B. Ma 27 19 0 08 Apr 2019
On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition Zhiping Zeng Yerbolat Khassanov Van Tung Pham Haihua Xu Chng Eng Siong Haizhou Li 25 92 0 01 Nov 2018
Towards End-to-end Automatic Code-Switching Speech Recognition Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 26 12 0 30 Oct 2018
Semi-supervised acoustic model training for speech with code-switching Emre Yilmaz Mitchell McLaren H. V. D. Heuvel David A. van Leeuwen 22 26 0 23 Oct 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 133 3,490 0 19 Aug 2018
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition Pengcheng Guo Haihua Xu Lei Xie Chng Eng Siong 9 45 0 16 Jun 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 72 1,492 0 30 Mar 2018
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis Yuxuan Wang Daisy Stanton Yu Zhang RJ Skerry-Ryan Eric Battenberg Joel Shor Y. Xiao Fei Ren Ye Jia Rif A. Saurous 54 822 0 23 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 338 129,831 0 12 Jun 2017