Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR

19 May 2025

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Papers citing "Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR"

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Title
Cross-modal Alignment with Optimal Transport for CTC-based ASR Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 82 6 0 24 Sep 2023
Interpretations of Domain Adaptations via Layer Variational Analysis Huan-Hsin Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 50 4 0 03 Feb 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation Minglun Han Feilong Chen Jing Shi Shuang Xu Bo Xu VLM 62 13 0 30 Jan 2023
A context-aware knowledge transferring strategy for CTC-based ASR Keda Lu Kuan-Yu Chen 46 16 0 12 Oct 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 73 98 0 29 Mar 2022
Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers Yotaro Kubo Shigeki Karita M. Bacchiani 38 27 0 16 Feb 2022
Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge Selection Minglun Han Linhao Dong Zhenlin Liang Meng Cai Shiyu Zhou Zejun Ma Bo Xu 60 46 0 30 Jan 2022
Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models Keqi Deng Zehui Yang Shinji Watanabe Yosuke Higuchi Gaofeng Cheng Pengyuan Zhang 51 23 0 25 Jan 2022
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin Huan-Hsin Tseng Xugang Lu Yu Tsao OT 38 32 0 11 Nov 2021
Non-autoregressive Transformer-based End-to-end ASR using BERT Fu-Hao Yu Kuan-Yu Chen 39 23 0 10 Apr 2021
Unsupervised neural adaptation model based on optimal transport for spoken language identification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 46 19 0 24 Dec 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 285 5,801 0 20 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 223 3,139 0 16 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 707 131,652 0 12 Jun 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 564 0 24 May 2017
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,266 0 05 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 191 1,870 0 14 Nov 2012