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2020 – today
- 2025
[c7]Bingshen Mu, Kun Wei, Qijie Shao, Yong Xu, Lei Xie:
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models. ICASSP 2025: 1-5- [c6]Mingchen Shao, Xinfa Zhu, Chengyou Wang, Bingshen Mu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie:
Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR. INTERSPEECH 2025 - [i12]Mingchen Shao, Xinfa Zhu, Chengyou Wang, Bingshen Mu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie:
Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR. CoRR abs/2505.22063 (2025) - [i11]Bingshen Mu, Kun Wei, Pengcheng Guo, Lei Xie:
Mixture of LoRA Experts with Multi-Modal and Multi-Granularity LLM Generative Error Correction for Accented Speech Recognition. CoRR abs/2507.09116 (2025) - [i10]Bingshen Mu, Hexin Liu, Hongfei Xue, Kun Wei, Lei Xie:
Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR. CoRR abs/2508.01166 (2025) - [i9]Bingshen Mu, Yiwen Shao, Kun Wei, Dong Yu, Lei Xie:
Efficient Scaling for LLM-based ASR. CoRR abs/2508.04096 (2025) - [i8]Bingshen Mu, Pengcheng Guo, Zhaokai Sun, Shuai Wang, Hexin Liu, Mingchen Shao, Lei Xie, Eng Siong Chng, Longshuai Xiao, Qiangze Feng, Daliang Wang:
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods. CoRR abs/2509.13785 (2025) - [i7]Mingchen Shao, Bingshen Mu, Chengyou Wang, Haizhou Li, Ying Yan, Zhonghua Fu, Lei Xie:
Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages. CoRR abs/2509.14804 (2025) - 2024
- [j1]Bingshen Mu
, Xucheng Wan, Naijun Zheng, Huan Zhou, Lei Xie:
MMGER: Multi-Modal and Multi-Granularity Generative Error Correction With LLM for Joint Accent and Speech Recognition. IEEE Signal Process. Lett. 31: 1940-1944 (2024) - [c5]Bingshen Mu, Pengcheng Guo, Dake Guo, Pan Zhou, Wei Chen, Lei Xie:
Automatic Channel Selection and Spatial Feature Integration for Multi-Channel Speech Recognition Across Various Array Topologies. ICASSP 2024: 11396-11400 - [c4]Xuelong Geng, Tianyi Xu, Kun Wei, Bingshen Mu, Hongfei Xue, He Wang, Yangze Li, Pengcheng Guo, Yuhang Dai, Longhao Li, Mingchen Shao, Lei Xie:
Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets. ISCSLP 2024: 26-30 - [c3]Hongfei Xue, Yuhao Liang, Bingshen Mu, Shiliang Zhang, Mengzhe Chen, Qian Chen, Lei Xie:
E-Chat: Emotion-Sensitive Spoken Dialogue System with Large Language Models. ISCSLP 2024: 586-590 - [i6]Hongfei Xue, Yuhao Liang, Bingshen Mu, Shiliang Zhang, Mengzhe Chen, Qian Chen, Lei Xie:
E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models. CoRR abs/2401.00475 (2024) - [i5]Xuelong Geng, Tianyi Xu, Kun Wei, Bingshen Mu, Hongfei Xue, He Wang, Yangze Li, Pengcheng Guo, Yuhang Dai, Longhao Li, Mingchen Shao, Lei Xie:
Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets. CoRR abs/2405.02132 (2024) - [i4]Bingshen Mu, Yangze Li, Qijie Shao, Kun Wei, Xucheng Wan, Naijun Zheng, Huan Zhou, Lei Xie:
MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition. CoRR abs/2405.03152 (2024) - [i3]Bingshen Mu, Kun Wei, Qijie Shao, Yong Xu, Lei Xie:
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models. CoRR abs/2409.19878 (2024) - 2023
- [c2]Pengcheng Guo, He Wang, Bingshen Mu, Ao Zhang, Peikun Chen:
The NPU-ASLP System for Audio-Visual Speech Recognition in MISP 2022 Challenge. ICASSP 2023: 1-2 - [c1]Kaixun Huang, Ao Zhang, Zhanheng Yang, Pengcheng Guo, Bingshen Mu, Tianyi Xu, Lei Xie:
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network. INTERSPEECH 2023: 4933-4937 - [i2]Kaixun Huang, Ao Zhang, Zhanheng Yang, Pengcheng Guo, Bingshen Mu, Tianyi Xu, Lei Xie:
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network. CoRR abs/2305.12493 (2023) - [i1]Bingshen Mu, Pengcheng Guo, Dake Guo, Pan Zhou, Wei Chen, Lei Xie:
Automatic channel selection and spatial feature integration for multi-channel speech recognition across various array topologies. CoRR abs/2312.09746 (2023)
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