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CASIA OpenIR

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Cogeneration of Innovative Audio-visual Content: A New Challenge for Computing Art 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 4-28
作者:  Mengting Liu
Adobe PDF(14438Kb)  |  收藏  |  浏览/下载：46/3  |  提交时间：2024/01/25
Artificial intelligence (AI) art, audio-visual, artificial intelligence generated content (AIGC), multimodal, artistic evaluation  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:  Zefa Hu
Adobe PDF(1525Kb)  |  收藏  |  浏览/下载：64/15  |  提交时间：2024/01/25
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
End-to-End Paired Ambisonic-Binaural Audio Rendering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 502-513
作者:  Yin Zhu;  Qiuqiang Kong;  Junjie Shi;  Shilei Liu;  Xuzhou Ye;  Ju-Chiang Wang;  Hongming Shan;  Junping Zhang
Adobe PDF(9612Kb)  |  收藏  |  浏览/下载：35/11  |  提交时间：2024/01/23
Ambisonic  attention  binaural rendering  neural network  
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 151-163
作者:  Xu, Jiaming;  Cui, Jian;  Hao, Yunzhe;  Xu, Bo
收藏  |  浏览/下载：31/0  |  提交时间：2024/02/22
Cocktail party problem  target speaker separation  multi-cue guided separation  semi-supervised learning  
Enhancing Dimensional Emotion Recognition from Speech through Modulation-Filtered Cochleagram and Parallel Attention Recurrent Network 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 22, 页码: 15
作者:  Peng, Zhichao;  Zeng, Hua;  Li, Yongwei;  Du, Yegang;  Dang, Jianwu
收藏  |  浏览/下载：33/0  |  提交时间：2024/02/22
modulation-filtered cochleagram  parallel attention recurrent neural network  dimensional emotion recognition  auditory signal processing  noise-robust  
Subband fusion of complex spectrogram for fake speech detection 期刊论文
SPEECH COMMUNICATION, 2023, 卷号: 155, 页码: 8
作者:  Fan, Cunhang;  Xue, Jun;  Dong, Shunbo;  Ding, Mingming;  Yi, Jiangyan;  Li, Jinpeng;  Lv, Zhao
收藏  |  浏览/下载：4/0  |  提交时间：2024/03/26
Automatic speaker verification  Complex spectrogram  Fake speech detection  Phase information  Subband  
Topic-Oriented Dialogue Summarization 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023, 卷号: 31, 页码: 1797 - 1810
作者:  Lin, Haitao;  Zhu, Junnan;  Xiang, Lu;  Zhai, Feifei;  Zhou, Yu;  Zhang, Jiajun;  Zong, Chengqing
Adobe PDF(3037Kb)  |  收藏  |  浏览/下载：177/74  |  提交时间：2023/06/13
dialogue summarization  abstractive summarization  controllable text generation  natural language processing  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：75/31  |  提交时间：2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-oriented Dialogue Policy Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 318-334
作者:  Wai-Chung Kwan, Hong-Ru Wang, Hui-Min Wang, Kam-Fai Wong
Adobe PDF(2211Kb)  |  收藏  |  浏览/下载：111/48  |  提交时间：2023/05/29
Dialogue policy learning (DPL), task-oriented dialogue system (TOD), reinforcement learning (RL), dialogue system, Markov decision process  
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：83/28  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)