Uni-ASR: Unified LLM-Based Architecture for Non-Streaming and Streaming Automatic Speech Recognition.

Junfeng Hou

Yinfeng Xia Jian Tang Junfeng Hou Gaopeng Xu Haitao Yao Uni-ASR: Unified LLM-Based Architecture for Non-Streaming and Streaming Automatic Speech Recognition. 2026 March abs/2603.11123 CoRR https://doi.org/10.48550/arXiv.2603.11123 db/journals/corr/corr2603.html#abs-2603-11123 streams/journals/corr

Zhenbing Liu Junfeng Hou Xipeng Pan Ruojie Zhang Zhenwei Shi 0002 PA-Net: A phase attention network fusing venous and arterial phase features of CT images for liver tumor segmentation. 107997 2024 244 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2023.107997 db/journals/cmpb/cmpb244.html#LiuHPZS24

Junfeng Hou Peiyao Wang Jincheng Zhang Meng Yang 0021 Minwei Feng Jingcheng Yin CTC Blank Triggered Dynamic Layer-Skipping for Efficient CTC-based Speech Recognition. 2024 abs/2401.02046 CoRR https://doi.org/10.48550/arXiv.2401.02046 db/journals/corr/corr2401.html#abs-2401-02046

Junfeng Hou Peiyao Wang Jincheng Zhang Meng Yang Minwei Feng Jingcheng Yin CTC Blank Triggered Dynamic Layer-Skipping for Efficient Ctc-Based Speech Recognition. 1-5 2023 ASRU https://doi.org/10.1109/ASRU57964.2023.10389635 conf/asru/2023 db/conf/asru/asru2023.html#HouWZYFY23 Junfeng Hou Jinkun Chen Wanyu Li Yufeng Tang Jun Zhang 0066 Zejun Ma 0001 Bring dialogue-context into RNN-T for streaming ASR. 2048-2052 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-697 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#HouCLTZM22 Lu Huang Jingyu Sun Yufeng Tang Junfeng Hou Jinkun Chen Jun Zhang 0066 Zejun Ma 0001 HMM-Free Encoder Pre-Training for Streaming RNN Transducer. 1797-1801 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-586 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#HuangSTHCZM21

Lu Huang Jingyu Sun Yufeng Tang Junfeng Hou Jinkun Chen Jun Zhang 0066 Zejun Ma 0001 HMM-Free Encoder Pre-Training for Streaming RNN Transducer. 2021 abs/2104.10764 CoRR https://arxiv.org/abs/2104.10764 db/journals/corr/corr2104.html#abs-2104-10764

Jian Tang Junfeng Hou Yan Song 0001 Li-Rong Dai 0001 Ian McLoughlin 0001 Effective Exploitation of Posterior Information for Attention-Based Speech Recognition. 108988-108999 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3001636 db/journals/access/access8.html#TangHSDM20

Junfeng Hou Wu Guo Yan Song 0001 Li-Rong Dai 0001 Segment boundary detection directed attention for online end-to-end speech recognition. 3 2020 2020 EURASIP J. Audio Speech Music. Process. 1 https://doi.org/10.1186/s13636-020-0170-z db/journals/ejasmp/ejasmp2020.html#HouGSD20

Liangfa Wei Jie Zhang 0042 Junfeng Hou Lirong Dai 0001 Attentive Fusion Enhanced Audio-Visual Encoding for Transformer Based Robust Speech Recognition. 638-643 2020 APSIPA https://ieeexplore.ieee.org/document/9306348 conf/apsipa/2020 db/conf/apsipa/apsipa2020.html#WeiZHD20

Liangfa Wei Jie Zhang 0042 Junfeng Hou Lirong Dai 0001 Attentive Fusion Enhanced Audio-Visual Encoding for Transformer Based Robust Speech Recognition. 2020 abs/2008.02686 CoRR https://arxiv.org/abs/2008.02686 db/journals/corr/corr2008.html#abs-2008-02686

Jingyi Xu Junfeng Hou Yan Song 0001 Wu Guo Lirong Dai 0001 Knowledge Distillation from Multilingual and Monolingual Teachers for End-to-End Multilingual Speech Recognition. 844-849 2019 APSIPA https://doi.org/10.1109/APSIPAASC47483.2019.9023203 https://www.wikidata.org/entity/Q107807286 conf/apsipa/2019 db/conf/apsipa/apsipa2019.html#XuHSGD19 Rui Na Junfeng Hou Wu Guo Yan Song 0001 Lirong Dai 0001 Learning Adaptive Downsampling Encoding for Online End-to-End Speech Recognition. 850-854 2019 APSIPA https://doi.org/10.1109/APSIPAASC47483.2019.9023043 conf/apsipa/2019 db/conf/apsipa/apsipa2019.html#NaHGSD19 Qinhui Lei Hang Chen 0001 Junfeng Hou Liang Chen Lirong Dai 0001 Deep Neural Network Based Regression Approach for Acoustic Echo Cancellation. 94-98 2019 ICMSSP https://doi.org/10.1145/3330393.3330399 https://www.wikidata.org/entity/Q130993090 conf/icmssp/2019 db/conf/icmssp/icmssp2019.html#LeiCHC019 Junfeng Hou Shiliang Zhang Li-Rong Dai 0001 Hui Jiang 0001 Feedforward sequential memory networks based encoder-decoder model for machine translation. 622-625 2017 APSIPA https://doi.org/10.1109/APSIPA.2017.8282100 conf/apsipa/2017 db/conf/apsipa/apsipa2017.html#HouZD017 Huang Chen Shiliang Zhang Junfeng Hou Lirong Dai 0001 Learning the number of nodes in DNNs with activation mask. 1218-1221 2017 APSIPA https://doi.org/10.1109/APSIPA.2017.8282224 conf/apsipa/2017 db/conf/apsipa/apsipa2017.html#ChenZHD17 Junfeng Hou Shiliang Zhang Li-Rong Dai 0001 Gaussian Prediction Based Attention for Online End-to-End Speech Recognition. 3692-3696 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-751 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#HouZD17 Junfeng Hou Shiliang Zhang Li-Rong Dai 0001 Learning FOFE based FNN-LMs with noise contrastive estimation and part-of-speech features. 1-5 2016 ISCSLP https://doi.org/10.1109/ISCSLP.2016.7918410 conf/iscslp/2016 db/conf/iscslp/iscslp2016.html#HouZD16 Junbei Zhang Junfeng Hou Shiliang Zhang Li-Rong Dai 0001 USTC at NTCIR-12 STC Task. 2016 NTCIR http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings12/pdf/ntcir/STC/03-NTCIR12-STC-ZhangJ.pdf conf/ntcir/2016 db/conf/ntcir/ntcir2016.html#ZhangHZD16 Shiliang Zhang Hui Jiang 0001 Mingbin Xu Junfeng Hou Li-Rong Dai 0001 The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models. 495-500 2015 ACL (2) https://doi.org/10.3115/v1/p15-2081 https://aclanthology.org/P15-2081/ conf/acl/2015-2 db/conf/acl/acl2015-2.html#ZhangJXHD15

Shiliang Zhang Hui Jiang 0001 Mingbin Xu Junfeng Hou Li-Rong Dai 0001 A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models. 2015 abs/1505.01504 CoRR http://arxiv.org/abs/1505.01504 db/journals/corr/corr1505.html#ZhangJXHD15

Hang Chen 0001 Huang Chen Jinkun Chen Liang Chen Li-Rong Dai 0001Lirong Dai 0001 Minwei Feng Wu Guo Lu Huang Hui Jiang 0001 Qinhui Lei Wanyu Li Zhenbing Liu Zejun Ma 0001 Ian McLoughlin 0001 Rui Na Xipeng Pan Zhenwei Shi 0002 Yan Song 0001 Jingyu Sun Jian Tang Yufeng Tang Peiyao Wang Liangfa Wei Yinfeng Xia Gaopeng Xu Jingyi Xu Mingbin Xu Meng Yang Meng Yang 0021 Haitao Yao Jingcheng Yin Jie Zhang 0042 Jincheng Zhang Jun Zhang 0066 Junbei Zhang Ruojie Zhang Shiliang Zhang