Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores

Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores

20 January 2025

Papers citing "Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores"

18 / 18 papers shown

Title
M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper Jiaming Zhou Songtao Zhao Jiabei He Hui Wang Wenjia Zeng Yong Chen Haoqin Sun Aobo Kong Yong Qin 91 1 0 13 Mar 2025
CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition Jiaming Zhou Yujie Guo Songtao Zhao Haoqin Sun Hui Wang ... Shiyao Wang Xi Yang Yansen Wang Yonghua Lin Yong Qin 66 0 0 26 Feb 2025
kNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels Jiaming Zhou Shiwan Zhao Yaqi Liu Wenjia Zeng Yong Chen Yong Qin 59 10 0 21 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 40 8 0 04 Oct 2023
RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting Haibo Wang Shiwan Zhao Xiguang Zheng Yong Qin 51 12 0 31 Aug 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 44 159 0 03 Mar 2023
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Sanjeev Khudanpur Ondˇrej Klejch Preethi Jyothi Shinji Watanabe 50 19 0 02 Nov 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 163 30 0 13 Sep 2022
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation Holy Lovenia Samuel Cahyawijaya Genta Indra Winata Peng Xu Xu Yan ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 64 35 0 12 Dec 2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition Binbin Zhang Hang Lv Pengcheng Guo Qijie Shao Chao Yang ... Hui Bu Xiaoyu Chen Chenchen Zeng Di Wu Zhendong Peng 48 227 0 07 Oct 2021
A Configurable Multilingual Model is All You Need to Recognize All Languages Long Zhou Jinyu Li Eric Sun Shujie Liu 109 41 0 13 Jul 2021
WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit Zhuoyuan Yao Di Wu Xiong Wang Binbin Zhang Fan Yu Chao Yang Zhendong Peng Xiaoyu Chen Lei Xie X. Lei 60 266 0 02 Feb 2021
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 59 285 0 01 Oct 2020
The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results Xian Shi Qiangze Feng Lei Xie 30 47 0 12 Jul 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 123 778 0 24 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 210 3,119 0 16 May 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 146 837 0 01 Nov 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 222 3,712 0 28 Feb 2017