Complex Dynamic Neurons Improved Spiking Transformer Network for
Efficient Automatic Speech Recognition

Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition

2 February 2023

Minglun Han

Bo Xu

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Papers citing "Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition"

12 / 12 papers shown

Title
Towards High-performance Spiking Transformers from ANN to SNN Conversion Zihan Huang Xinyu Shi Zecheng Hao Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 186 7 0 28 Feb 2025
Motif-topology and Reward-learning improved Spiking Neural Network for Efficient Multi-sensory Integration Shuncheng Jia Ruichen Zuo Tielin Zhang Hongxing Liu Bo Xu 58 13 0 11 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 68 46 0 30 Jan 2022
CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition Minglun Han Linhao Dong Shiyu Zhou Bo Xu 59 23 0 17 Dec 2020
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control Guangzhi Tang Neelesh Kumar Raymond Yoo Konstantinos Michmizos 109 76 0 19 Oct 2020
Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation Tielin Zhang Shuncheng Jia Xiang Cheng Bo Xu 68 48 0 09 Oct 2020
Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning Xiang Cheng Tielin Zhang Shuncheng Jia Bo Xu AI4CE 69 14 0 07 Oct 2020
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech Yi Ren Chenxu Hu Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 105 1,411 0 08 Jun 2020
CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition Linhao Dong Bo Xu 73 128 0 27 May 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 190 3,470 0 18 Apr 2019
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 245 2,408 0 23 Dec 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014

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