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Transformer-Transducers for Code-Switched Speech Recognition

30 November 2020

Papers citing "Transformer-Transducers for Code-Switched Speech Recognition"

30 / 30 papers shown

Title
Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Tzu-Ting Yang Hsin-Wei Wang Yi-Cheng Wang Berlin Chen 121 0 0 26 Nov 2024
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation for Code-Switching ASR Using Realistic Data Liang-Hsuan Tseng Zih-Ching Chen Wei-Shun Chang Cheng-Kuang Lee Tsung-Ren Huang Hung-yi Lee 112 4 0 15 Jul 2024
Romanization Encoding For Multilingual ASR Wen Ding Fei Jia Hainan Xu Yu Xi Junjie Lai Boris Ginsburg 55 0 0 05 Jul 2024
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting Yosuke Kashiwagi Hayato Futami E. Tsunoo Siddhant Arora Shinji Watanabe 70 2 0 18 Jun 2024
An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement Tzu-Ting Yang Hsin-Wei Wang Yi-Cheng Wang Chi-Han Lin Berlin Chen 62 7 0 27 Feb 2024
Utilizing Neural Transducers for Two-Stage Text-to-Speech via Semantic Token Prediction Minchan Kim Myeonghun Jeong Byoung Jin Choi Semin Kim Joun Yeop Lee Nam Soo Kim AI4TS 48 4 0 03 Jan 2024
Attention-Guided Adaptation for Code-Switching Speech Recognition Bobbi Aditya Mahdin Rohmatillah Liang-Hsuan Tai Jen-Tzung Chien 65 9 0 14 Dec 2023
BA-MoE: Boundary-Aware Mixture-of-Experts Adapter for Code-Switching Speech Recognition Peikun Chen Fan Yu Yuhao Liang Hongfei Xue Xucheng Wan Naijun Zheng Huan Zhou Lei Xie MoE 52 8 0 04 Oct 2023
Enhancing Code-switching Speech Recognition with Interactive Language Biases Hexin Liu Leibny Paola García Jingze Lu Wenchao Wang Sanjeev Khudanpur 56 13 0 29 Sep 2023
Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss M. Soleymanpour Mahmoud Al Ismail F. Bahmaninezhad Kshitiz Kumar Jian Wu 37 0 0 11 Aug 2023
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition Wenxuan Wang Guodong Ma Yuke Li Binbin Du MoE 61 25 0 12 Jul 2023
Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments Sara Papi Peidong Wan Junkun Chen Jian Xue Jinyu Li Yashesh Gaur 77 7 0 07 Jul 2023
Language-specific Acoustic Boundary Learning for Mandarin-English Code-switching Speech Recognition Zhiyun Fan Linhao Dong Chen Shen Zhenlin Liang Jun Zhang Lu Lu Zejun Ma 66 4 0 08 Jun 2023
DropDim: A Regularization Method for Transformer Networks Hao Zhang Dan Qu Kejia Shao Xu Yang 79 12 0 20 Apr 2023
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR Xilai Li Goeric Huybrechts S. Ronanki Jeffrey J. Farris S. Bodapati 62 7 0 18 Apr 2023
Code-Switching Text Generation and Injection in Mandarin-English ASR Haibin Yu Yuxuan Hu Yao Qian Ma Jin Linquan Liu Shujie Liu Yu Shi Y. Qian Ed Lin Michael Zeng 59 11 0 20 Mar 2023
Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training Eric Sun Jinyu Li Yuxuan Hu Yilun Zhu Long Zhou ... Peidong Wang Linquan Liu Shujie Liu Ed Lin Yifan Gong 86 6 0 01 Mar 2023
UML: A Universal Monolingual Output Layer for Multilingual ASR Chaoyang Zhang Yue Liu Tara N. Sainath Trevor Strohman Shuo-yiin Chang 73 7 0 22 Feb 2023
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Sanjeev Khudanpur Ondˇrej Klejch Preethi Jyothi Shinji Watanabe 61 19 0 02 Nov 2022
Monolingual Recognizers Fusion for Code-switching Speech Recognition Tongtong Song Qiang Xu Haoyu Lu Longbiao Wang Hao Shi Yuqin Lin Yanbing Yang Jianwu Dang 55 4 0 02 Nov 2022
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization Hexin Liu Haihua Xu Leibny Paola García Andy W. H. Khong Yi He Sanjeev Khudanpur 63 25 0 26 Oct 2022
Optimizing Bilingual Neural Transducer with Synthetic Code-switching Text Generation Thien Nguyen Nathalie Tran Liuhui Deng Thiago Fraga da Silva Matthew Radzihovsky ... Honza Silovsky Arnab Ghoshal M. Martel Bharat Ram Ambati Mohamed Ali 92 5 0 21 Oct 2022
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification Chuxu Zhang Yue Liu Tara N. Sainath Trevor Strohman S. Mavandadi Shuo-yiin Chang Parisa Haghani 193 30 0 13 Sep 2022
A Language Agnostic Multilingual Streaming On-Device ASR System Yue Liu Tara N. Sainath Ruoming Pang Shuo-yiin Chang Qiumin Xu ... Qiao Liang Heguang Liu Yanzhang He Parisa Haghani Sameer Bidichandani AuLLM 64 11 0 29 Aug 2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR Jinchuan Tian Jianwei Yu Chunlei Zhang Chao Weng Yuexian Zou Dong Yu AuLLM 77 25 0 05 Jun 2022
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization Brian Yan Chunlei Zhang Meng Yu Shi-Xiong Zhang Siddharth Dalmia Dan Berrebbi Chao Weng Shinji Watanabe Dong Yu 71 22 0 29 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 158 376 0 02 Nov 2021
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models Liang-Hsuan Tseng Yu-Kuan Fu Heng-Jui Chang Hung-yi Lee SSL 37 14 0 07 Oct 2021
A Configurable Multilingual Model is All You Need to Recognize All Languages Long Zhou Jinyu Li Eric Sun Shujie Liu 133 42 0 13 Jul 2021
Non-autoregressive Mandarin-English Code-switching Speech Recognition Shun-Po Chuang Heng-Jui Chang Sung-Feng Huang Hung-yi Lee 70 15 0 06 Apr 2021