面向复杂实时指挥环境的小样本多语种空管语音识别研究

62001315
2020
F0117.多媒体信息处理
林毅
青年科学基金项目
副研究员
四川大学
24万元
多语种;空中交通管制;语音识别;小样本;复杂实时环境
2021-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 面向智慧空管的复杂场景评估决策关键技术及应用 奖励 林毅;李辉;张建伟;张中南;韩云祥;张江;张伟;罗曦;郭东岳;邓富松
2 Spoken Instruction Understanding in Air Traffic Control: Challenge, Technique, and Application 期刊论文 Yi Lin
3 Flight trajectory prediction enabled by time-frequency wavelet transform 期刊论文 Zheng Zhang;Dongyue Guo;Shizhong Zhou;Jianwei Zhang;Yi Lin
4 一种面向语音识别的管制员语音增强方法及装置 专利 余欣乘;林毅;张建伟
5 Tensor completion-based trajectory imputation approach in air traffic control 期刊论文 Yi Lin;Qin Li;Dongyue Guo;Jianwei Zhang;Chensi Zhang
6 Improving speech recognition models with small samples for air traffic control systems 期刊论文 Yi Lin;Qin Li;Bo Yang;Zhen Yan;Huachun Tan;Zhengmao Chen
7 Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network 期刊论文 Jianwei Zhang;Pan Zhang;Dongyue Guo;Yang Zhou;Yuankai Wu;Bo Yang;Yi Lin
8 一种面向空管培训场景的语音合成方法及装置 专利 林毅;李锦恒;杨波
9 一种基于半监督学习的陆空通话说话人识别方法及设备 专利 石含;林毅;郭东岳;吴志红;杨波
10 一种基于深度学习的飞机驾驶舱安全辅助方法及电子设备 专利 林毅;戈文一
11 Identifying and managing risks of AI-driven operations: A case study of automatic speech recognition for improving air traffic safety 期刊论文 Yi Lin;Min Ruan;Kunjie Cai;Dan Li;Ziqiang Zeng;Fan Li;Bo Yang
12 一种陆空通话说话人身份识别方法及装置 专利 郭东岳;林毅;杨波;张建伟
13 Towards multilingual end-to-end speech recognition for air traffic control 期刊论文 Yi Lin;Bo Yang;Dongyue Guo;Peng Fan
14 A Deep Learning Framework of Autonomous Pilot Agent for Air Traffic Controller Training 期刊论文 Yi Lin;YuanKai Wu;Dongyue Guo;Pan Zhang;Changyu Yin;Bo Yang;Jianwei Zhang
15 FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction 期刊论文 Dongyue Guo;Qi Wu;Yuankai Wu;Jianwei Zhang;Rob Law;Yi Lin
16 Data-driven traffic dynamic understanding and safety monitoring applications 会议论文 Shizhong Zhou;Yi Hu;Dongyue Guo;Yi Lin;Bo Yang
17 Boosting Low-Resource Speech Recognition in Air Traffic Communication via Pretrained Feature Aggregation and Multi-Task Learning 期刊论文 Dongyue Guo;Zichen Zhang;Bo Yang;Jianwei Zhang;Yi Lin
18 An image‐based facial acupoint detection approach using high‐resolution network and attention fusion 期刊论文 Tingting Zhang;Hongyu Yang;Wenyi Ge;Yi Lin
19 A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches 期刊论文 Dongyue Guo;Jianwei Zhang;Bo Yang;Yi Lin
20 Speech Recognition for Air Traffic Control via Feature Learning and End-to-End Training 期刊论文 Peng FAN;Xiyao HUA;Yi LIN;Bo YANG;Jianwei ZHANG;Wenyi GE;Dongyue GUO
21 一种基于预训练的多任务空管语音识别方法及装置 专利 张子宸;林毅;张建伟
22 Towards Recognition for Radio-Echo Speech in Air Traffic Control: Dataset and a Contrastive Learning Approach 期刊论文 Yi Lin;Qingyang Wang;Xincheng Yu;Zichen Zhang;Dongyue Guo;Jizhe Zhou
23 ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems 期刊论文 Yi Lin;Bo Yang;Linchao Li;Dongyue Guo;Jianwei Zhang;Hu Chen;Yi Zhang
24 一种基于多视角的语音关键词检测与定位方法及装置 专利 林毅;杨彬
25 一种语境感知的空管语音识别方法和装置 专利 郭东岳;林毅
26 A Short-term Aircraft Trajectory Prediction Framework Using Conditional Generative Adversarial Network 会议论文 Qinzhi Hu;Guoxin Huang;Han Shi;Yi Lin;Dongyue Guo
27 M2ATS: A Real-world Multimodal Air Traffic Situation Benchmark Dataset and Beyond 会议论文 Dongyue Guo;Yi Lin;Xuehang You;Zhongping Yang;Jizhe Zhou;Bo Yang;Jianwei Zhang;Han Shi;Shasha Hu;Zheng Zhang
28 一种考虑空域态势和局部优化的航迹补全预测方法及装置 专利 林毅;张政
29 航空电子与空中交通管理优秀青年学者 奖励 林毅
30 Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion 期刊论文 Yi Lin;Dongyue Guo;Yuankai Wu;Lishuai Li;Qi Wu;Wenyi Ge
31 Improving airport arrival flow prediction considering heterogeneous and dynamic network dependencies 期刊论文 Zhen Yan;Dongyue Guo;Hongyu Yang;Yi Lin
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