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IMBENS: Ensemble Class-imbalanced Learning in Python


Nov 24, 2021
Zhining Liu, Zhepei Wei, Erxin Yu, Qiang Huang, Kai Guo, Boyang Yu, Zhaonian Cai, Hangting Ye, Wei Cao, Jiang Bian, Pengfei Wei, Jing Jiang, Yi Chang

* 6 pages, 2 tables, 1 figure 

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Unsupervised Abstract Reasoning for Raven's Problem Matrices


Sep 21, 2021
Tao Zhuo, Qiang Huang, Mohan Kankanhalli

* Accepted by TIP 

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T-vectors: Weakly Supervised Speaker Identification Using Hierarchical Transformer Model


Oct 29, 2020
Yanpei Shi, Mingjie Chen, Qiang Huang, Thomas Hain

* Submitted to ICASSP2021. arXiv admin note: text overlap with arXiv:2005.07817 

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Exploration of Audio Quality Assessment and Anomaly Localisation Using Attention Models


May 16, 2020
Qiang Huang, Thomas Hain

* Submitted to InterSpeech 2020 

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Speaker Re-identification with Speaker Dependent Speech Enhancement


May 15, 2020
Yanpei Shi, Qiang Huang, Thomas Hain

* Submitted to Interspeech2020 

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Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification


May 15, 2020
Yanpei Shi, Qiang Huang, Thomas Hain

* Submitted to Interspeech2020 

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GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks


Jan 17, 2020
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang


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Robust Speaker Recognition Using Speech Enhancement And Attention Model


Jan 14, 2020
Yanpei Shi, Qiang Huang, Thomas Hain

* Submitted to Odyssey 2020 

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Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems


Nov 18, 2019
Qiang Huang, Jianhui Bu, Weijian Xie, Shengwen Yang, Weijia Wu, Liping Liu

* IJCNN 2019 - International Joint Conference on Neural Networks, Budapest Hungary, 14-19 July 2019 

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H-VECTORS: Utterance-level Speaker Embedding Using A Hierarchical Attention Model


Oct 19, 2019
Yanpei Shi, Qiang Huang, Thomas Hain


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Contextual Joint Factor Acoustic Embeddings


Oct 16, 2019
Yanpei Shi, Qiang Huang, Thomas Hain


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Improving Robustness In Speaker Identification Using A Two-Stage Attention Model


Sep 24, 2019
Yanpei Shi, Qiang Huang, Thomas Hain


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Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging


Feb 24, 2017
Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley

* Accepted to IJCNN2017, Anchorage, Alaska, USA 

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Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging


Nov 29, 2016
Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley

* IEEE/ACM Transactions on Audio, Speech and Language Processing 25(6):1230-1241, Jun 2017 
* 10 pages, dcase 2016 challenge 

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Fully DNN-based Multi-label regression for audio tagging


Aug 13, 2016
Yong Xu, Qiang Huang, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley

* Submitted to DCASE2016 Workshop which is as a satellite event to the 2016 European Signal Processing Conference (EUSIPCO) 

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Hierarchical learning for DNN-based acoustic scene classification


Aug 13, 2016
Yong Xu, Qiang Huang, Wenwu Wang, Mark D. Plumbley

* 5 pages, DCASE 2016 challenge workshop paper, poster 

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