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ORCIDBibTeX records: Zixing Zhang 0001
@article{DBLP:journals/corr/abs-2402-01227,
author = {Yi Chang and
Zhao Ren and
Zixing Zhang and
Xin Jing and
Kun Qian and
Xi Shao and
Bin Hu and
Tanja Schultz and
Bj{\"{o}}rn W. Schuller},
title = {STAA-Net: {A} Sparse and Transferable Adversarial Attack for Speech
Emotion Recognition},
journal = {CoRR},
volume = {abs/2402.01227},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01227},
doi = {10.48550/ARXIV.2402.01227},
eprinttype = {arXiv},
eprint = {2402.01227},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZhaoLZWXZ23,
author = {Huan Zhao and
Lixuan Li and
Xupeng Zha and
Yujiang Wang and
Zhaoxin Xie and
Zixing Zhang},
title = {ACG-EmoCluster: {A} Novel Framework to Capture Spatial and Temporal
Information from Emotional Speech Enhanced by DeepCluster},
journal = {Sensors},
volume = {23},
number = {10},
pages = {4777},
year = {2023},
url = {https://doi.org/10.3390/s23104777},
doi = {10.3390/S23104777},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZhaoLZWXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LiZZ23,
author = {Bo Li and
Huan Zhao and
Zixing Zhang},
title = {Diversifying Emotional Dialogue Generation via Selective Adversarial
Training},
journal = {Sensors},
volume = {23},
number = {13},
pages = {5904},
year = {2023},
url = {https://doi.org/10.3390/s23135904},
doi = {10.3390/S23135904},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LiZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuDZYS23,
author = {Xinzhou Xu and
Jun Deng and
Zixing Zhang and
Zhen Yang and
Bj{\"{o}}rn W. Schuller},
title = {Zero-Shot Speech Emotion Recognition Using Generative Learning with
Reconstructed Prototypes},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10094888},
doi = {10.1109/ICASSP49357.2023.10094888},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/XuDZYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoCXZ23,
author = {Huan Zhao and
Haijiao Chen and
Yufeng Xiao and
Zixing Zhang},
title = {Privacy-Enhanced Federated Learning Against Attribute Inference Attack
for Speech Emotion Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095737},
doi = {10.1109/ICASSP49357.2023.10095737},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoCXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/GaoZX023,
author = {Yingxue Gao and
Huan Zhao and
Yufeng Xiao and
Zixing Zhang},
editor = {Elisabeth Andr{\'{e}} and
Mohamed Chetouani and
Dominique Vaufreydaz and
Gale M. Lucas and
Tanja Schultz and
Louis{-}Philippe Morency and
Alessandro Vinciarelli},
title = {GCFormer: {A} Graph Convolutional Transformer for Speech Emotion Recognition},
booktitle = {Proceedings of the 25th International Conference on Multimodal Interaction,
{ICMI} 2023, Paris, France, October 9-13, 2023},
pages = {307--313},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3577190.3614177},
doi = {10.1145/3577190.3614177},
timestamp = {Mon, 05 Feb 2024 20:29:19 +0100},
biburl = {https://dblp.org/rec/conf/icmi/GaoZX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/ZhaoWLWLZZ23,
author = {Huan Zhao and
Yujiang Wang and
Tingting Li and
Song Wang and
Lixuan Li and
Xupeng Zha and
Zixing Zhang},
editor = {Fenrong Liu and
Arun Anand Sadanandan and
Duc Nghia Pham and
Petrus Mursanto and
Dickson Lukose},
title = {Frequency Domain Feature Learning with Wavelet Transform for Image
Translation},
booktitle = {{PRICAI} 2023: Trends in Artificial Intelligence - 20th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2023,
Jakarta, Indonesia, November 15-19, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14327},
pages = {345--357},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-7025-4\_30},
doi = {10.1007/978-981-99-7025-4\_30},
timestamp = {Fri, 17 Nov 2023 16:25:44 +0100},
biburl = {https://dblp.org/rec/conf/pricai/ZhaoWLWLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11578,
author = {Zixing Zhang and
Liyizhe Peng and
Tao Pang and
Jing Han and
Huan Zhao and
Bj{\"{o}}rn W. Schuller},
title = {Refashioning Emotion Recognition Modelling: The Advent of Generalised
Large Models},
journal = {CoRR},
volume = {abs/2308.11578},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11578},
doi = {10.48550/ARXIV.2308.11578},
eprinttype = {arXiv},
eprint = {2308.11578},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14225,
author = {Liyizhe Peng and
Zixing Zhang and
Tao Pang and
Jing Han and
Huan Zhao and
Hao Chen and
Bj{\"{o}}rn W. Schuller},
title = {Customising General Large Language Models for Specialised Emotion
Recognition Tasks},
journal = {CoRR},
volume = {abs/2310.14225},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14225},
doi = {10.48550/ARXIV.2310.14225},
eprinttype = {arXiv},
eprint = {2310.14225},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/XuDZFZDS22,
author = {Xinzhou Xu and
Jun Deng and
Zixing Zhang and
Xijian Fan and
Li Zhao and
Laurence Devillers and
Bj{\"{o}}rn W. Schuller},
title = {Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion
Recognition in Speech},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {9},
number = {5},
pages = {1530--1541},
year = {2022},
url = {https://doi.org/10.1109/TCSS.2021.3130401},
doi = {10.1109/TCSS.2021.3130401},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/XuDZFZDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XuDCZZS22,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
title = {Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding
Prototypes},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {2752--2765},
year = {2022},
url = {https://doi.org/10.1109/TMM.2021.3087098},
doi = {10.1109/TMM.2021.3087098},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/XuDCZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoGNMWZL22,
author = {Ziping Zhao and
Zhen Gong and
Mingyue Niu and
Jiali Ma and
Haishuai Wang and
Zixing Zhang and
Ya Li},
title = {Automatic Respiratory Sound Classification Via Multi-Branch Temporal
Convolutional Network},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {9102--9106},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746182},
doi = {10.1109/ICASSP43922.2022.9746182},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoGNMWZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/ZhaoWLW0Z22,
author = {Huan Zhao and
Yiqing Wang and
Bo Li and
Song Wang and
Zixing Zhang and
Xupeng Zha},
editor = {Sankalp Khanna and
Jian Cao and
Quan Bai and
Guandong Xu},
title = {Deliberation Selector for Knowledge-Grounded Conversation Generation},
booktitle = {{PRICAI} 2022: Trends in Artificial Intelligence - 19th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2022,
Shanghai, China, November 10-13, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13631},
pages = {226--239},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20868-3\_17},
doi = {10.1007/978-3-031-20868-3\_17},
timestamp = {Mon, 07 Nov 2022 16:47:20 +0100},
biburl = {https://dblp.org/rec/conf/pricai/ZhaoWLW0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11049,
author = {Meishu Song and
Zijiang Yang and
Andreas Triantafyllopoulos and
Xin Jing and
Vincent Karas and
Jiangjian Xie and
Zixing Zhang and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
title = {Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning
of Vocal Expression},
journal = {CoRR},
volume = {abs/2206.11049},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11049},
doi = {10.48550/ARXIV.2206.11049},
eprinttype = {arXiv},
eprint = {2206.11049},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/HanZRS21,
author = {Jing Han and
Zixing Zhang and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {Exploring Perception Uncertainty for Emotion Recognition in Dyadic
Conversation and Music Listening},
journal = {Cogn. Comput.},
volume = {13},
number = {2},
pages = {231--240},
year = {2021},
url = {https://doi.org/10.1007/s12559-019-09694-4},
doi = {10.1007/S12559-019-09694-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/HanZRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangLHQS21,
author = {Zixing Zhang and
Ding Liu and
Jing Han and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
title = {Learning audio sequence representations for acoustic event classification},
journal = {Expert Syst. Appl.},
volume = {178},
pages = {115007},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115007},
doi = {10.1016/J.ESWA.2021.115007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhangLHQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/HanZPS21,
author = {Jing Han and
Zixing Zhang and
Maja Pantic and
Bj{\"{o}}rn W. Schuller},
title = {Internet of emotional people: Towards continual affective computing
cross cultures via audiovisual signals},
journal = {Future Gener. Comput. Syst.},
volume = {114},
pages = {294--306},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.08.002},
doi = {10.1016/J.FUTURE.2020.08.002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/HanZPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/QianSZKHLJDSYRL21,
author = {Kun Qian and
Maximilian Schmitt and
Huaiyuan Zheng and
Tomoya Koike and
Jing Han and
Juan Liu and
Wei Ji and
Junjun Duan and
Meishu Song and
Zijiang Yang and
Zhao Ren and
Shuo Liu and
Zixing Zhang and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
title = {Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing
the Multitask Speech Corpus for {COVID-19}},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {21},
pages = {16035--16046},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2021.3067605},
doi = {10.1109/JIOT.2021.3067605},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/QianSZKHLJDSYRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoLZCWTS21,
author = {Ziping Zhao and
Qifei Li and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Combining a parallel 2D {CNN} with a self-attention Dilated Residual
Network for CTC-based discrete speech emotion recognition},
journal = {Neural Networks},
volume = {141},
pages = {52--60},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.03.013},
doi = {10.1016/J.NEUNET.2021.03.013},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhaoLZCWTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/QianZYS21,
author = {Kun Qian and
Zixing Zhang and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
title = {Artificial Intelligence Internet of Things for the Elderly: From Assisted
Living to Health-Care Monitoring},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {4},
pages = {78--88},
year = {2021},
url = {https://doi.org/10.1109/MSP.2021.3057298},
doi = {10.1109/MSP.2021.3057298},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/QianZYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HanZMATZS21,
author = {Jing Han and
Zixing Zhang and
Cecilia Mascolo and
Elisabeth Andr{\'{e}} and
Jianhua Tao and
Ziping Zhao and
Bj{\"{o}}rn W. Schuller},
title = {Deep Learning for Mobile Mental Health: Challenges and recent advances},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {6},
pages = {96--105},
year = {2021},
url = {https://doi.org/10.1109/MSP.2021.3099293},
doi = {10.1109/MSP.2021.3099293},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/HanZMATZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/00100RS21,
author = {Jing Han and
Zixing Zhang and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {EmoBed: Strengthening Monomodal Emotion Recognition via Training with
Crossmodal Emotion Embeddings},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {12},
number = {3},
pages = {553--564},
year = {2021},
url = {https://doi.org/10.1109/TAFFC.2019.2928297},
doi = {10.1109/TAFFC.2019.2928297},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/00100RS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/QianJSZHHYS21,
author = {Kun Qian and
Christoph Janott and
Maximilian Schmitt and
Zixing Zhang and
Clemens Heiser and
Werner Hemmert and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
title = {Can Machine Learning Assist Locating the Excitation of Snore Sound?
{A} Review},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {25},
number = {4},
pages = {1233--1246},
year = {2021},
url = {https://doi.org/10.1109/JBHI.2020.3012666},
doi = {10.1109/JBHI.2020.3012666},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/QianJSZHHYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vrih/ZhaoBZCSWTS21,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Shihuang Sun and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Self-attention transfer networks for speech emotion recognition},
journal = {Virtual Real. Intell. Hardw.},
volume = {3},
number = {1},
pages = {43--54},
year = {2021},
url = {https://doi.org/10.1016/j.vrih.2020.12.002},
doi = {10.1016/J.VRIH.2020.12.002},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vrih/ZhaoBZCSWTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/XuD0WS21,
author = {Xinzhou Xu and
Jun Deng and
Zixing Zhang and
Chen Wu and
Bj{\"{o}}rn W. Schuller},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Identifying surgical-mask speech using deep neural networks on low-level
aggregation},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {580--585},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441938},
doi = {10.1145/3412841.3441938},
timestamp = {Mon, 03 May 2021 14:34:56 +0200},
biburl = {https://dblp.org/rec/conf/sac/XuD0WS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhaoXZ20,
author = {Huan Zhao and
Yufeng Xiao and
Zixing Zhang},
title = {Robust Semisupervised Generative Adversarial Networks for Speech Emotion
Recognition via Distribution Smoothness},
journal = {{IEEE} Access},
volume = {8},
pages = {106889--106900},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3000751},
doi = {10.1109/ACCESS.2020.3000751},
timestamp = {Sun, 31 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhaoXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/ZhaoBZDCWTS20,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Jun Deng and
Nicholas Cummins and
Haishuai Wang and
Jianhua Tao and
Bj{\"{o}}rn W. Schuller},
title = {Automatic Assessment of Depression From Speech via a Hierarchical
Attention Transfer Network and Attention Autoencoders},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {14},
number = {2},
pages = {423--434},
year = {2020},
url = {https://doi.org/10.1109/JSTSP.2019.2955012},
doi = {10.1109/JSTSP.2019.2955012},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/ZhaoBZDCWTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/DengSESZFO20,
author = {Jun Deng and
Bj{\"{o}}rn W. Schuller and
Florian Eyben and
Dagmar Schuller and
Zixing Zhang and
Holly Francois and
Eunmi Oh},
title = {Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate
audio restoration},
journal = {Neural Comput. Appl.},
volume = {32},
number = {4},
pages = {1095--1107},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04158-0},
doi = {10.1007/S00521-019-04158-0},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/DengSESZFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ZhangMLS20,
author = {Zixing Zhang and
Dimitris N. Metaxas and
Hung{-}yi Lee and
Bj{\"{o}}rn W. Schuller},
title = {Guest Editorial Special Issue on Adversarial Learning in Computational
Intelligence},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {4},
number = {4},
pages = {414--416},
year = {2020},
url = {https://doi.org/10.1109/TETCI.2020.3006295},
doi = {10.1109/TETCI.2020.3006295},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/ZhangMLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ZhangHQJGS20,
author = {Zixing Zhang and
Jing Han and
Kun Qian and
Christoph Janott and
Yanan Guo and
Bj{\"{o}}rn W. Schuller},
title = {Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized
Data},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {24},
number = {1},
pages = {300--310},
year = {2020},
url = {https://doi.org/10.1109/JBHI.2019.2907286},
doi = {10.1109/JBHI.2019.2907286},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ZhangHQJGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoB0CWS20,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Bj{\"{o}}rn W. Schuller},
title = {Hierarchical Attention Transfer Networks for Depression Assessment
from Speech},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {7159--7163},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053207},
doi = {10.1109/ICASSP40776.2020.9053207},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoB0CWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RenB00S20,
author = {Zhao Ren and
Alice Baird and
Jing Han and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Generating and Protecting Against Adversarial Attacks for Deep Speech-Based
Emotion Recognition Models},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {7184--7188},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054087},
doi = {10.1109/ICASSP40776.2020.9054087},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RenB00S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/0010QSYRLLZJKL020,
author = {Jing Han and
Kun Qian and
Meishu Song and
Zijiang Yang and
Zhao Ren and
Shuo Liu and
Juan Liu and
Huaiyuan Zheng and
Wei Ji and
Tomoya Koike and
Xiao Li and
Zixing Zhang and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {An Early Study on Intelligent Analysis of Speech Under {COVID-19:}
Severity, Sleep Quality, Fatigue, and Anxiety},
booktitle = {Interspeech 2020, 21st Annual Conference of the International Speech
Communication Association, Virtual Event, Shanghai, China, 25-29 October
2020},
pages = {4946--4950},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-2223},
doi = {10.21437/INTERSPEECH.2020-2223},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/0010QSYRLLZJKL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00096,
author = {Jing Han and
Kun Qian and
Meishu Song and
Zijiang Yang and
Zhao Ren and
Shuo Liu and
Juan Liu and
Huaiyuan Zheng and
Wei Ji and
Tomoya Koike and
Xiao Li and
Zixing Zhang and
Yoshiharu Yamamoto and
Bj{\"{o}}rn W. Schuller},
title = {An Early Study on Intelligent Analysis of Speech under {COVID-19:}
Severity, Sleep Quality, Fatigue, and Anxiety},
journal = {CoRR},
volume = {abs/2005.00096},
year = {2020},
url = {https://arxiv.org/abs/2005.00096},
eprinttype = {arXiv},
eprint = {2005.00096},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhaoBZZCRS19,
author = {Ziping Zhao and
Zhongtian Bao and
Yiqin Zhao and
Zixing Zhang and
Nicholas Cummins and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {Exploring Deep Spectrum Representations via Attention-Based Recurrent
and Convolutional Neural Networks for Speech Emotion Recognition},
journal = {{IEEE} Access},
volume = {7},
pages = {97515--97525},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2928625},
doi = {10.1109/ACCESS.2019.2928625},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhaoBZZCRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HanZS19,
author = {Jing Han and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Adversarial Training in Affective Computing and Sentiment Analysis:
Recent Advances and Perspectives [Review Article]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {2},
pages = {68--81},
year = {2019},
url = {https://doi.org/10.1109/MCI.2019.2901088},
doi = {10.1109/MCI.2019.2901088},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HanZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhangHCS19,
author = {Zixing Zhang and
Jing Han and
Eduardo Coutinho and
Bj{\"{o}}rn W. Schuller},
title = {Dynamic Difficulty Awareness Training for Continuous Emotion Prediction},
journal = {{IEEE} Trans. Multim.},
volume = {21},
number = {5},
pages = {1289--1301},
year = {2019},
url = {https://doi.org/10.1109/TMM.2018.2871949},
doi = {10.1109/TMM.2018.2871949},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/ZhangHCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/SongYBP0ZS19,
author = {Meishu Song and
Zijiang Yang and
Alice Baird and
Emilia Parada{-}Cabaleiro and
Zixing Zhang and
Ziping Zhao and
Bj{\"{o}}rn W. Schuller},
title = {Audiovisual Analysis for Recognising Frustration during Game-Play:
Introducing the Multimodal Game Frustration Database},
booktitle = {8th International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2019, Cambridge, United Kingdom, September 3-6,
2019},
pages = {517--523},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ACII.2019.8925464},
doi = {10.1109/ACII.2019.8925464},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/SongYBP0ZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/0003K0KNYSY19,
author = {Kun Qian and
Hiroyuki Kuromiya and
Zixing Zhang and
Jinhyuk Kim and
Toru Nakamura and
Kazuhiro Yoshiuchi and
Bj{\"{o}}rn W. Schuller and
Yoshiharu Yamamoto},
title = {Teaching Machines to Know Your Depressive State: On Physical Activity
in Health and Major Depressive Disorder},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {3592--3595},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8857838},
doi = {10.1109/EMBC.2019.8857838},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/0003K0KNYSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/00100RS19,
author = {Jing Han and
Zixing Zhang and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {Implicit Fusion by Joint Audiovisual Training for Emotion Recognition
in Mono Modality},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {5861--5865},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682773},
doi = {10.1109/ICASSP.2019.8682773},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/00100RS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoXHZ19,
author = {Huan Zhao and
Yufeng Xiao and
Jing Han and
Zixing Zhang},
title = {Compact Convolutional Recurrent Neural Networks via Binarization for
Speech Emotion Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {6690--6694},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683389},
doi = {10.1109/ICASSP.2019.8683389},
timestamp = {Sun, 31 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoXHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0001WS19,
author = {Zixing Zhang and
Bingwen Wu and
Bj{\"{o}}rn W. Schuller},
title = {Attention-augmented End-to-end Multi-task Learning for Emotion Prediction
from Speech},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {6705--6709},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682896},
doi = {10.1109/ICASSP.2019.8682896},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0001WS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/Futaisi0CWS19,
author = {Najla Al Futaisi and
Zixing Zhang and
Alejandrina Cristi{\`{a}} and
Anne S. Warlaumont and
Bj{\"{o}}rn W. Schuller},
editor = {Wen Gao and
Helen Mei{-}Ling Meng and
Matthew A. Turk and
Susan R. Fussell and
Bj{\"{o}}rn W. Schuller and
Yale Song and
Kai Yu},
title = {VCMNet: Weakly Supervised Learning for Automatic Infant Vocalisation
Maturity Analysis},
booktitle = {International Conference on Multimodal Interaction, {ICMI} 2019, Suzhou,
China, October 14-18, 2019},
pages = {205--209},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3340555.3353751},
doi = {10.1145/3340555.3353751},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/Futaisi0CWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhaoB0CWS19,
author = {Ziping Zhao and
Zhongtian Bao and
Zixing Zhang and
Nicholas Cummins and
Haishuai Wang and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Attention-Enhanced Connectionist Temporal Classification for Discrete
Speech Emotion Recognition},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {206--210},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-1649},
doi = {10.21437/INTERSPEECH.2019-1649},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhaoB0CWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/XuDC00S19,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Autonomous Emotion Learning in Speech: {A} View of Zero-Shot Speech
Emotion Recognition},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {949--953},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2406},
doi = {10.21437/INTERSPEECH.2019-2406},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/XuDC00S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isicdm/0003KRS0NYSY19,
author = {Kun Qian and
Hiroyuki Kuromiya and
Zhao Ren and
Maximilian Schmitt and
Zixing Zhang and
Toru Nakamura and
Kazuhiro Yoshiuchi and
Bj{\"{o}}rn W. Schuller and
Yoshiharu Yamamoto},
title = {Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words
Approach},
booktitle = {Proceedings of the Third International Symposium on Image Computing
and Digital Medicine, {ISICDM} 2019, Xi'an, China, August 24-26, 2019},
pages = {71--75},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3364836.3364851},
doi = {10.1145/3364836.3364851},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isicdm/0003KRS0NYSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12422,
author = {Zixing Zhang and
Jing Han and
Kun Qian and
Christoph Janott and
Yanan Guo and
Bj{\"{o}}rn W. Schuller},
title = {Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized
Data},
journal = {CoRR},
volume = {abs/1903.12422},
year = {2019},
url = {http://arxiv.org/abs/1903.12422},
eprinttype = {arXiv},
eprint = {1903.12422},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12424,
author = {Zixing Zhang and
Bingwen Wu and
Bj{\"{o}}rn W. Schuller},
title = {Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction
from Speech},
journal = {CoRR},
volume = {abs/1903.12424},
year = {2019},
url = {http://arxiv.org/abs/1903.12424},
eprinttype = {arXiv},
eprint = {1903.12424},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10428,
author = {Jing Han and
Zixing Zhang and
Zhao Ren and
Bj{\"{o}}rn W. Schuller},
title = {EmoBed: Strengthening Monomodal Emotion Recognition via Training with
Crossmodal Emotion Embeddings},
journal = {CoRR},
volume = {abs/1907.10428},
year = {2019},
url = {http://arxiv.org/abs/1907.10428},
eprinttype = {arXiv},
eprint = {1907.10428},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangHDXRS18,
author = {Zixing Zhang and
Jing Han and
Jun Deng and
Xinzhou Xu and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative
Semi-Supervised Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {22196--22209},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2821192},
doi = {10.1109/ACCESS.2018.2821192},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhangHDXRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JanottSZQPZHHHH18,
author = {Christoph Janott and
Maximilian Schmitt and
Yue Zhang and
Kun Qian and
Vedhas Pandit and
Zixing Zhang and
Clemens Heiser and
Winfried Hohenhorst and
Michael Herzog and
Werner Hemmert and
Bj{\"{o}}rn W. Schuller},
title = {Snoring classified: The Munich-Passau Snore Sound Corpus},
journal = {Comput. Biol. Medicine},
volume = {94},
pages = {106--118},
year = {2018},
url = {https://doi.org/10.1016/j.compbiomed.2018.01.007},
doi = {10.1016/J.COMPBIOMED.2018.01.007},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JanottSZQPZHHHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/RenQWZPBS18,
author = {Zhao Ren and
Kun Qian and
Yebin Wang and
Zixing Zhang and
Vedhas Pandit and
Alice Baird and
Bj{\"{o}}rn W. Schuller},
title = {Deep Scalogram Representations for Acoustic Scene Classification},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {5},
number = {3},
pages = {662--669},
year = {2018},
url = {https://doi.org/10.1109/JAS.2018.7511066},
doi = {10.1109/JAS.2018.7511066},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieeejas/RenQWZPBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DengXZFS18,
author = {Jun Deng and
Xinzhou Xu and
Zixing Zhang and
Sascha Fr{\"{u}}hholz and
Bj{\"{o}}rn W. Schuller},
title = {Semisupervised Autoencoders for Speech Emotion Recognition},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {26},
number = {1},
pages = {31--43},
year = {2018},
url = {https://doi.org/10.1109/TASLP.2017.2759338},
doi = {10.1109/TASLP.2017.2759338},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/DengXZFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhangGPMJS18,
author = {Zixing Zhang and
J{\"{u}}rgen T. Geiger and
Jouni Pohjalainen and
Amr El{-}Desoky Mousa and
Wenyu Jin and
Bj{\"{o}}rn W. Schuller},
title = {Deep Learning for Environmentally Robust Speech Recognition: An Overview
of Recent Developments},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {5},
pages = {49:1--49:28},
year = {2018},
url = {https://doi.org/10.1145/3178115},
doi = {10.1145/3178115},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ZhangGPMJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/00100RRS18,
author = {Jing Han and
Zixing Zhang and
Zhao Ren and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Towards Conditional Adversarial Training for Predicting Emotions from
Speech},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6822--6826},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462579},
doi = {10.1109/ICASSP.2018.8462579},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/00100RRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/Guo00SM18,
author = {Ya'nan Guo and
Jing Han and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller and
Yide Ma},
editor = {Sidney K. D'Mello and
Panayiotis G. Georgiou and
Stefan Scherer and
Emily Mower Provost and
Mohammad Soleymani and
Marcelo Worsley},
title = {Exploring {A} New Method for Food Likability Rating Based on {DT-CWT}
Theory},
booktitle = {Proceedings of the 2018 on International Conference on Multimodal
Interaction, {ICMI} 2018, Boulder, CO, USA, October 16-20, 2018},
pages = {569--573},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3242969.3243684},
doi = {10.1145/3242969.3243684},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/Guo00SM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/000100S18,
author = {Zixing Zhang and
Jing Han and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
editor = {B. Yegnanarayana},
title = {Evolving Learning for Analysing Mood-Related Infant Vocalisation},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {142--146},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1914},
doi = {10.21437/INTERSPEECH.2018-1914},
timestamp = {Fri, 21 May 2021 08:16:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/000100S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhaoZZWZL18,
author = {Ziping Zhao and
Yu Zheng and
Zixing Zhang and
Haishuai Wang and
Yiqin Zhao and
Chao Li},
editor = {B. Yegnanarayana},
title = {Exploring Spatio-Temporal Representations by Integrating Attention-based
Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {272--276},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1477},
doi = {10.21437/INTERSPEECH.2018-1477},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhaoZZWZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangCWS18,
author = {Zixing Zhang and
Alejandrina Cristi{\`{a}} and
Anne S. Warlaumont and
Bj{\"{o}}rn W. Schuller},
editor = {B. Yegnanarayana},
title = {Automated Classification of Children's Linguistic versus Non-Linguistic
Vocalisations},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {2588--2592},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-2523},
doi = {10.21437/INTERSPEECH.2018-2523},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangCWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/00100SRRS18,
author = {Jing Han and
Zixing Zhang and
Maximilian Schmitt and
Zhao Ren and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
editor = {B. Yegnanarayana},
title = {Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from
Speech},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {3082--3086},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-996},
doi = {10.21437/INTERSPEECH.2018-996},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/00100SRRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08927,
author = {Jing Han and
Zixing Zhang and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Adversarial Training in Affective Computing and Sentiment Analysis:
Recent Advances and Perspectives},
journal = {CoRR},
volume = {abs/1809.08927},
year = {2018},
url = {http://arxiv.org/abs/1809.08927},
eprinttype = {arXiv},
eprint = {1809.08927},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05507,
author = {Zixing Zhang and
Jing Han and
Eduardo Coutinho and
Bj{\"{o}}rn W. Schuller},
title = {Dynamic Difficulty Awareness Training for Continuous Emotion Prediction},
journal = {CoRR},
volume = {abs/1810.05507},
year = {2018},
url = {http://arxiv.org/abs/1810.05507},
eprinttype = {arXiv},
eprint = {1810.05507},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DengFZS17,
author = {Jun Deng and
Sascha Fr{\"{u}}hholz and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Recognizing Emotions From Whispered Speech Based on Acoustic Feature
Transfer Learning},
journal = {{IEEE} Access},
volume = {5},
pages = {5235--5246},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2672722},
doi = {10.1109/ACCESS.2017.2672722},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/DengFZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/HanZCRS17,
author = {Jing Han and
Zixing Zhang and
Nicholas Cummins and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Strength modelling for real-worldautomatic continuous affect recognition
from audiovisual signals},
journal = {Image Vis. Comput.},
volume = {65},
pages = {76--86},
year = {2017},
url = {https://doi.org/10.1016/j.imavis.2016.11.020},
doi = {10.1016/J.IMAVIS.2016.11.020},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/HanZCRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/DengXZFS17,
author = {Jun Deng and
Xinzhou Xu and
Zixing Zhang and
Sascha Fr{\"{u}}hholz and
Bj{\"{o}}rn W. Schuller},
title = {Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition},
journal = {{IEEE} Signal Process. Lett.},
volume = {24},
number = {4},
pages = {500--504},
year = {2017},
url = {https://doi.org/10.1109/LSP.2017.2672753},
doi = {10.1109/LSP.2017.2672753},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/DengXZFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ZhangCS17,
author = {Zixing Zhang and
Nicholas Cummins and
Bj{\"{o}}rn W. Schuller},
title = {Advanced Data Exploitation in Speech Analysis: An overview},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {4},
pages = {107--129},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2699358},
doi = {10.1109/MSP.2017.2699358},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/ZhangCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/XuDCZWZS17,
author = {Xinzhou Xu and
Jun Deng and
Nicholas Cummins and
Zixing Zhang and
Chen Wu and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
title = {A Two-Dimensional Framework of Multiple Kernel Subspace Learning for
Recognizing Emotion in Speech},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {25},
number = {7},
pages = {1436--1449},
year = {2017},
url = {https://doi.org/10.1109/TASLP.2017.2694704},
doi = {10.1109/TASLP.2017.2694704},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/XuDCZWZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/QianJPZHHHHS17,
author = {Kun Qian and
Christoph Janott and
Vedhas Pandit and
Zixing Zhang and
Clemens Heiser and
Winfried Hohenhorst and
Michael Herzog and
Werner Hemmert and
Bj{\"{o}}rn W. Schuller},
title = {Classification of the Excitation Location of Snore Sounds in the Upper
Airway by Acoustic Multifeature Analysis},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {64},
number = {8},
pages = {1731--1741},
year = {2017},
url = {https://doi.org/10.1109/TBME.2016.2619675},
doi = {10.1109/TBME.2016.2619675},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/QianJPZHHHHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/QianRPYZS17,
author = {Kun Qian and
Zhao Ren and
Vedhas Pandit and
Zijiang Yang and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Tuomas Virtanen and
Annamaria Mesaros and
Toni Heittola and
Aleksandr Diment and
Emmanuel Vincent and
Emmanouil Benetos and
Benjamin Elizalde},
title = {Wavelets Revisited for the Classification of Acoustic Scenes},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2017, Munich, Germany, November 16-17,
2017},
pages = {108--112},
year = {2017},
url = {http://dcase.community/documents/workshop2017/proceedings/DCASE2017Workshop\_Qian\_132.pdf},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcase/QianRPYZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/RenPQYZS17,
author = {Zhao Ren and
Vedhas Pandit and
Kun Qian and
Zijiang Yang and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Tuomas Virtanen and
Annamaria Mesaros and
Toni Heittola and
Aleksandr Diment and
Emmanuel Vincent and
Emmanouil Benetos and
Benjamin Elizalde},
title = {Deep Sequential Image Features on Acoustic Scene Classification},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2017, Munich, Germany, November 16-17,
2017},
pages = {113--117},
year = {2017},
url = {http://dcase.community/documents/workshop2017/proceedings/DCASE2017Workshop\_Ren\_133.pdf},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcase/RenPQYZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HanZRS17,
author = {Jing Han and
Zixing Zhang and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Reconstruction-error-based learning for continuous emotion recognition
in speech},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2367--2371},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952580},
doi = {10.1109/ICASSP.2017.7952580},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HanZRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HanZRS17a,
author = {Jing Han and
Zixing Zhang and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Prediction-based learning for continuous emotion recognition in speech},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {5005--5009},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953109},
doi = {10.1109/ICASSP.2017.7953109},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HanZRS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangWWHS17,
author = {Zixing Zhang and
Felix Weninger and
Martin W{\"{o}}llmer and
Jing Han and
Bj{\"{o}}rn W. Schuller},
title = {Towards intoxicated speech recognition},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1555--1559},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966036},
doi = {10.1109/IJCNN.2017.7966036},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangWWHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Hantke0S17,
author = {Simone Hantke and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Francisco Lacerda},
title = {Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating
Active Learning in the Real World},
booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech
Communication Association, Stockholm, Sweden, August 20-24, 2017},
pages = {3951--3955},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-406},
doi = {10.21437/INTERSPEECH.2017-406},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Hantke0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HanZSPS17,
author = {Jing Han and
Zixing Zhang and
Maximilian Schmitt and
Maja Pantic and
Bj{\"{o}}rn W. Schuller},
editor = {Qiong Liu and
Rainer Lienhart and
Haohong Wang and
Sheng{-}Wei "Kuan{-}Ta" Chen and
Susanne Boll and
Yi{-}Ping Phoebe Chen and
Gerald Friedland and
Jia Li and
Shuicheng Yan},
title = {From Hard to Soft: Towards more Human-like Emotion Recognition by
Modelling the Perception Uncertainty},
booktitle = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
Mountain View, CA, USA, October 23-27, 2017},
pages = {890--897},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123266.3123383},
doi = {10.1145/3123266.3123383},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/HanZSPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangGPMS17,
author = {Zixing Zhang and
J{\"{u}}rgen T. Geiger and
Jouni Pohjalainen and
Amr El{-}Desoky Mousa and
Bj{\"{o}}rn W. Schuller},
title = {Deep Learning for Environmentally Robust Speech Recognition: An Overview
of Recent Developments},
journal = {CoRR},
volume = {abs/1705.10874},
year = {2017},
url = {http://arxiv.org/abs/1705.10874},
eprinttype = {arXiv},
eprint = {1705.10874},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangGPMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLHS17,
author = {Zixing Zhang and
Ding Liu and
Jing Han and
Bj{\"{o}}rn W. Schuller},
title = {Learning Audio Sequence Representations for Acoustic Event Classification},
journal = {CoRR},
volume = {abs/1707.08729},
year = {2017},
url = {http://arxiv.org/abs/1707.08729},
eprinttype = {arXiv},
eprint = {1707.08729},
timestamp = {Sat, 25 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangLHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DengXZFS16,
author = {Jun Deng and
Xinzhou Xu and
Zixing Zhang and
Sascha Fr{\"{u}}hholz and
Bj{\"{o}}rn W. Schuller},
title = {Exploitation of Phase-Based Features for Whispered Speech Emotion
Recognition},
journal = {{IEEE} Access},
volume = {4},
pages = {4299--4309},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2591442},
doi = {10.1109/ACCESS.2016.2591442},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/DengXZFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccpr/DengCHXRPZS16,
author = {Jun Deng and
Nicholas Cummins and
Jing Han and
Xinzhou Xu and
Zhao Ren and
Vedhas Pandit and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Tieniu Tan and
Xuelong Li and
Xilin Chen and
Jie Zhou and
Jian Yang and
Hong Cheng},
title = {The University of Passau Open Emotion Recognition System for the Multimodal
Emotion Challenge},
booktitle = {Pattern Recognition - 7th Chinese Conference, {CCPR} 2016, Chengdu,
China, November 5-7, 2016, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {663},
pages = {652--666},
year = {2016},
url = {https://doi.org/10.1007/978-981-10-3005-5\_54},
doi = {10.1007/978-981-10-3005-5\_54},
timestamp = {Tue, 15 Feb 2022 14:35:28 +0100},
biburl = {https://dblp.org/rec/conf/ccpr/DengCHXRPZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/QianJZHS16,
author = {Kun Qian and
Christoph Janott and
Zixing Zhang and
Clemens Heiser and
Bj{\"{o}}rn W. Schuller},
title = {Wavelet features for classification of vote snore sounds},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {221--225},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7471669},
doi = {10.1109/ICASSP.2016.7471669},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/QianJZHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangRDCMS16,
author = {Zixing Zhang and
Fabien Ringeval and
Bin Dong and
Eduardo Coutinho and
Erik Marchi and
Bj{\"{o}}rn W. Schuller},
title = {Enhanced semi-supervised learning for multimodal emotion recognition},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {5185--5189},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472666},
doi = {10.1109/ICASSP.2016.7472666},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangRDCMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/XuDGZZS16,
author = {Xinzhou Xu and
Jun Deng and
Maryna Gavryukova and
Zixing Zhang and
Li Zhao and
Bj{\"{o}}rn W. Schuller},
editor = {Yukiko I. Nakano and
Elisabeth Andr{\'{e}} and
Toyoaki Nishida and
Louis{-}Philippe Morency and
Carlos Busso and
Catherine Pelachaud},
title = {Multiscale kernel locally penalised discriminant analysis exemplified
by emotion recognition in speech},
booktitle = {Proceedings of the 18th {ACM} International Conference on Multimodal
Interaction, {ICMI} 2016, Tokyo, Japan, November 12-16, 2016},
pages = {233--237},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2993148.2993184},
doi = {10.1145/2993148.2993184},
timestamp = {Sat, 30 Sep 2023 09:45:54 +0200},
biburl = {https://dblp.org/rec/conf/icmi/XuDGZZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangRHDMS16,
author = {Zixing Zhang and
Fabien Ringeval and
Jing Han and
Jun Deng and
Erik Marchi and
Bj{\"{o}}rn W. Schuller},
editor = {Nelson Morgan},
title = {Facing Realism in Spontaneous Emotion Recognition from Speech: Feature
Enhancement by Autoencoder with {LSTM} Neural Networks},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech
Communication Association, San Francisco, CA, USA, September 8-12,
2016},
pages = {3593--3597},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-998},
doi = {10.21437/INTERSPEECH.2016-998},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangRHDMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwsds/DengXZFGS16,
author = {Jun Deng and
Xinzhou Xu and
Zixing Zhang and
Sascha Fr{\"{u}}hholz and
Didier Grandjean and
Bj{\"{o}}rn W. Schuller},
editor = {Kristiina Jokinen and
Graham Wilcock},
title = {Fisher Kernels on Phase-Based Features for Speech Emotion Recognition},
booktitle = {Dialogues with Social Robots - Enablements, Analyses, and Evaluation,
Seventh International Workshop on Spoken Dialogue Systems, {IWSDS}
2016, Saariselk{\"{a}}, Finland, January 13-16, 2016},
series = {Lecture Notes in Electrical Engineering},
volume = {427},
pages = {195--203},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-981-10-2585-3\_15},
doi = {10.1007/978-981-10-2585-3\_15},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwsds/DengXZFGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/PohjalainenRZS16,
author = {Jouni Pohjalainen and
Fabien Ringeval and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
editor = {Alan Hanjalic and
Cees Snoek and
Marcel Worring and
Dick C. A. Bulterman and
Benoit Huet and
Aisling Kelliher and
Yiannis Kompatsiaris and
Jin Li},
title = {Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion
Recognition},
booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
{MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
pages = {670--674},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2964284.2967306},
doi = {10.1145/2964284.2967306},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/PohjalainenRZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Zhang15c,
author = {Zixing Zhang},
title = {Semi-Autonomous Data Enrichment and Optimisation for Intelligent Speech
Analysis},
school = {Technical University Munich},
year = {2015},
url = {http://www.dr.hut-verlag.de/978-3-8439-2148-0.html},
urn = {urn:nbn:de:bvb:91-diss-20150416-1231696-1-6},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Zhang15c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ZhangCDS15,
author = {Zixing Zhang and
Eduardo Coutinho and
Jun Deng and
Bj{\"{o}}rn W. Schuller},
title = {Cooperative Learning and its Application to Emotion Recognition from
Speech},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {23},
number = {1},
pages = {115--126},
year = {2015},
url = {https://doi.org/10.1109/TASLP.2014.2375558},
doi = {10.1109/TASLP.2014.2375558},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/ZhangCDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/ZhangCSZA15,
author = {Yue Zhang and
Eduardo Coutinho and
Bj{\"{o}}rn W. Schuller and
Zixing Zhang and
Michael G. Adam},
title = {On rater reliability and agreement based dynamic active learning},
booktitle = {2015 International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2015, Xi'an, China, September 21-24, 2015},
pages = {70--76},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ACII.2015.7344553},
doi = {10.1109/ACII.2015.7344553},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/ZhangCSZA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/QianZRS15,
author = {Kun Qian and
Zixing Zhang and
Fabien Ringeval and
Bj{\"{o}}rn W. Schuller},
title = {Bird sounds classification by large scale acoustic features and extreme
learning machine},
booktitle = {2015 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015},
pages = {1317--1321},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GlobalSIP.2015.7418412},
doi = {10.1109/GLOBALSIP.2015.7418412},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/QianZRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/ZhangCZQS15,
author = {Yue Zhang and
Eduardo Coutinho and
Zixing Zhang and
Caijiao Quan and
Bj{\"{o}}rn W. Schuller},
editor = {Zhengyou Zhang and
Phil Cohen and
Dan Bohus and
Radu Horaud and
Helen Meng},
title = {Dynamic Active Learning Based on Agreement and Applied to Emotion
Recognition in Spoken Interactions},
booktitle = {Proceedings of the 2015 {ACM} on International Conference on Multimodal
Interaction, Seattle, WA, USA, November 09 - 13, 2015},
pages = {275--278},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818346.2820774},
doi = {10.1145/2818346.2820774},
timestamp = {Tue, 25 May 2021 15:13:19 +0200},
biburl = {https://dblp.org/rec/conf/icmi/ZhangCZQS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/DengZES14,
author = {Jun Deng and
Zixing Zhang and
Florian Eyben and
Bj{\"{o}}rn W. Schuller},
title = {Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion
Recognition},
journal = {{IEEE} Signal Process. Lett.},
volume = {21},
number = {9},
pages = {1068--1072},
year = {2014},
url = {https://doi.org/10.1109/LSP.2014.2324759},
doi = {10.1109/LSP.2014.2324759},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/DengZES14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/ZhangCDS14,
author = {Zixing Zhang and
Eduardo Coutinho and
Jun Deng and
Bj{\"{o}}rn W. Schuller},
title = {Distributing Recognition in Computational Paralinguistics},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {5},
number = {4},
pages = {406--417},
year = {2014},
url = {https://doi.org/10.1109/TAFFC.2014.2359655},
doi = {10.1109/TAFFC.2014.2359655},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/ZhangCDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tce/ZhangPPSW14,
author = {Zixing Zhang and
Joel Pinto and
Christian Plahl and
Bj{\"{o}}rn W. Schuller and
Daniel Willett},
title = {Channel mapping using bidirectional long short-term memory for dereverberation
in hands-free voice controlled devices},
journal = {{IEEE} Trans. Consumer Electron.},
volume = {60},
number = {3},
pages = {525--533},
year = {2014},
url = {https://doi.org/10.1109/TCE.2014.6937339},
doi = {10.1109/TCE.2014.6937339},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tce/ZhangPPSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DengXZLS14,
author = {Jun Deng and
Rui Xia and
Zixing Zhang and
Yang Liu and
Bj{\"{o}}rn W. Schuller},
title = {Introducing shared-hidden-layer autoencoders for transfer learning
and their application in acoustic emotion recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {4818--4822},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854517},
doi = {10.1109/ICASSP.2014.6854517},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DengXZLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DengZS14,
author = {Jun Deng and
Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Linked Source and Target Domain Subspace Feature Transfer Learning
- Exemplified by Speech Emotion Recognition},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {761--766},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.141},
doi = {10.1109/ICPR.2014.141},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DengZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/GeigerZWSR14,
author = {J{\"{u}}rgen T. Geiger and
Zixing Zhang and
Felix Weninger and
Bj{\"{o}}rn W. Schuller and
Gerhard Rigoll},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Robust speech recognition using long short-term memory recurrent neural
networks for hybrid acoustic modelling},
booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech
Communication Association, Singapore, September 14-18, 2014},
pages = {631--635},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-151},
doi = {10.21437/INTERSPEECH.2014-151},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/GeigerZWSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/DengZMS13,
author = {Jun Deng and
Zixing Zhang and
Erik Marchi and
Bj{\"{o}}rn W. Schuller},
title = {Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion
Recognition},
booktitle = {2013 Humaine Association Conference on Affective Computing and Intelligent
Interaction, {ACII} 2013, Geneva, Switzerland, September 2-5, 2013},
pages = {511--516},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ACII.2013.90},
doi = {10.1109/ACII.2013.90},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/DengZMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WollmerZWSR13,
author = {Martin W{\"{o}}llmer and
Zixing Zhang and
Felix Weninger and
Bj{\"{o}}rn W. Schuller and
Gerhard Rigoll},
title = {Feature enhancement by bidirectional {LSTM} networks for conversational
speech recognition in highly non-stationary noise},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6822--6826},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638983},
doi = {10.1109/ICASSP.2013.6638983},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WollmerZWSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangDS13,
author = {Zixing Zhang and
Jun Deng and
Bj{\"{o}}rn W. Schuller},
title = {Co-training succeeds in Computational Paralinguistics},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {8505--8509},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639325},
doi = {10.1109/ICASSP.2013.6639325},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangDS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangDMS13,
author = {Zixing Zhang and
Jun Deng and
Erik Marchi and
Bj{\"{o}}rn W. Schuller},
editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and
Christophe Cerisara and
C{\'{e}}cile Fougeron and
Guillaume Gravier and
Lori Lamel and
Fran{\c{c}}ois Pellegrino and
Pascal Perrier},
title = {Active learning by label uncertainty for acoustic emotion recognition},
booktitle = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, Lyon, France, August 25-29, 2013},
pages = {2856--2860},
publisher = {{ISCA}},
year = {2013},
url = {https://doi.org/10.21437/Interspeech.2013-250},
doi = {10.21437/INTERSPEECH.2013-250},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangDMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijst/SchullerZWB12,
author = {Bj{\"{o}}rn W. Schuller and
Zixing Zhang and
Felix Weninger and
Felix Burkhardt},
title = {Synthesized speech for model training in cross-corpus recognition
of human emotion},
journal = {Int. J. Speech Technol.},
volume = {15},
number = {3},
pages = {313--323},
year = {2012},
url = {https://doi.org/10.1007/s10772-012-9158-0},
doi = {10.1007/S10772-012-9158-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijst/SchullerZWB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ITGspeech/ZhangWS12,
author = {Zixing Zhang and
Felix Weninger and
Bj{\"{o}}rn W. Schuller},
title = {Towards Automatic Intoxication Detection from Speech in Real-Life
Acoustic Environments},
booktitle = {Proceedings of the 10th {ITG} Conference on Speech Communication,
Braunschweig, Germany, September 26-28, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6309589/},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ITGspeech/ZhangWS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangS12,
author = {Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Semi-supervised learning helps in sound event classification},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {333--336},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287884},
doi = {10.1109/ICASSP.2012.6287884},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchullerHWHZN12,
author = {Bj{\"{o}}rn W. Schuller and
Simone Hantke and
Felix Weninger and
Wenjing Han and
Zixing Zhang and
Shrikanth S. Narayanan},
title = {Automatic recognition of emotion evoked by general sound events},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {341--344},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287886},
doi = {10.1109/ICASSP.2012.6287886},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SchullerHWHZN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangS12,
author = {Zixing Zhang and
Bj{\"{o}}rn W. Schuller},
title = {Active Learning by Sparse Instance Tracking and Classifier Confidence
in Acoustic Emotion Recognition},
booktitle = {{INTERSPEECH} 2012, 13th Annual Conference of the International Speech
Communication Association, Portland, Oregon, USA, September 9-13,
2012},
pages = {362--365},
publisher = {{ISCA}},
year = {2012},
url = {https://doi.org/10.21437/Interspeech.2012-117},
doi = {10.21437/INTERSPEECH.2012-117},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isccsp/HanZDWWS12,
author = {Wenjing Han and
Zixing Zhang and
Jun Deng and
Martin W{\"{o}}llmer and
Felix Weninger and
Bj{\"{o}}rn W. Schuller},
title = {Towards distributed recognition of emotion from speech},
booktitle = {5th International Symposium on Communications, Control and Signal
Processing, {ISCCSP} 2012, Roma, Italy, May 2-4, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISCCSP.2012.6217769},
doi = {10.1109/ISCCSP.2012.6217769},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isccsp/HanZDWWS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/ZhangWWS11,
author = {Zixing Zhang and
Felix Weninger and
Martin W{\"{o}}llmer and
Bj{\"{o}}rn W. Schuller},
editor = {David Nahamoo and
Michael Picheny},
title = {Unsupervised learning in cross-corpus acoustic emotion recognition},
booktitle = {2011 {IEEE} Workshop on Automatic Speech Recognition {\&} Understanding,
{ASRU} 2011, Waikoloa, HI, USA, December 11-15, 2011},
pages = {523--528},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ASRU.2011.6163986},
doi = {10.1109/ASRU.2011.6163986},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asru/ZhangWWS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchullerZWR11,
author = {Bj{\"{o}}rn W. Schuller and
Zixing Zhang and
Felix Weninger and
Gerhard Rigoll},
title = {Using Multiple Databases for Training in Emotion Recognition: To Unite
or to Vote?},
booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech
Communication Association, Florence, Italy, August 27-31, 2011},
pages = {1553--1556},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-468},
doi = {10.21437/INTERSPEECH.2011-468},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchullerZWR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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