Ke Chen

Search results

• 2023

  PolyDDSP: A Lightweight and Polyphonic Differentiable Digital Signal Processing Library

  Baker, T., Climent, R. & Chen, K., 10 Jul 2023, (Accepted/In press) Music in the AI Era: International Symposium on Computer Music Multidisciplinary Research (CMMR 2023). Springer London, Vol. 13770.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Potential Application 100%
  • Room Acoustics 100%
  • Input Multiple 100%
  • Audio Stream 100%
  • Limitations 100%
  5 Downloads (Pure)
• 2020

  Feature Importance Ranking for Deep Learning

  Wojtas, M. & Chen, K., 25 Sept 2020, (Accepted/In press) Advances in Neural Information Processing Systems 33. (Advances in Neural Information Processing Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Combinatorial Optimisation 100%
  • Deep Learning 100%
  • Feature Selection 50%
  • Explainable Artificial Intelligence 50%
  • Learning Performance 50%
• 2019

  Learning-Based Video Game Development in MLP@UoM: An Overview

  Chen, K., 1 Aug 2019, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Electrical, Electronics and Information Engineering (ICEEIE 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Game Development 100%
  • videogame 100%
  • Video Games 100%
  • Skill Acquisition 100%
  • Artificial Intelligence 100%

• TRANSFERABLE POSITIVE/NEGATIVE SPEECH EMOTION RECOGNITION VIA CLASS-WISE ADVERSARIAL DOMAIN ADAPTATION

  Zhou, H. & Chen, K., 2019, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2019) .

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Speech Emotion Recognition 100%
  • Domain Adaptation 100%
  • Labeled Example 50%
  • Negative Emotion 50%
  225 Downloads (Pure)
• 2018

  Learning to Play General Video-Games via an Object Embedding Network

  Woof, W. & Chen, K., 2018, Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, CIG 2018. IEEE Computer Society , Vol. 2018-August. 8490438

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Deep Reinforcement Learning 100%
  • videogame 100%
  • Learning Agent 50%
  • Artificial Intelligence 33%
  • Feature Vector 33%
  152 Downloads (Pure)
• 2017

  Alternative Semantic Representations for Zero-Shot Human Action Recognition

  Wang, Q. & Chen, K., 2017, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD 2017.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • human action recognition 100%
  119 Downloads (Pure)

• Online Level Generation in Super Mario Bros via Learning Constructive Primitives

  Shi, P. & Chen, K., 23 Feb 2017, Proceedings of IEEE Computational Intelligence and Games Conference . IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Simulation Result 100%
  • Design Rule 100%
  • Local Level 100%
  • Quality Issue 100%
  • Quality Measure 100%
  469 Downloads (Pure)
• 2016

  Exploring a mixed representation for encoding Temporal Coherence

  Parkinson, J., Sandouk, U. & Chen, K., Sept 2016, Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD 2016) . p. 347-360 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Object Identity 100%
  • Representation Learning 33%
  • Performance Compare 33%
  • Feature Variable 33%
  • Single Representation 33%
  206 Downloads (Pure)
• 2015

  Recognizing Your Touch: Towards Strengthening Mobile Device Authentication via Touch Dynamics Integration

  Teh, P. S., Zhang, N., Teoh, A. B. J. & Chen, K., 11 Dec 2015, 13th International Conference on Advances in Mobile Computing & Multimedia (MoMM2015). Association for Computing Machinery

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File

  • Online Banking 100%
  • Experimental Result 100%
  119 Downloads (Pure)
• 2013

  Predicting skill from gameplay input to a first-person shooter

  Buckley, D., Chen, K. & Knowles, J., 2013, IEEE Conference on Computatonal Intelligence and Games, CIG|IEEE Conf. Comput. Intell. Games, CIG. U.S.A.: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File

  • videogame 100%
  493 Downloads (Pure)

• Spatial Working Memory in the LIDA Cognitive Architecture

  Madl, T., Franklin, S., Chen, K. & Trappl, R., 2013, Proceedings of International Conference on Cognitive Modelling.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File

  • Cognitive Architecture 100%
  • Working Memory 100%
  • Spatial Representation 50%
  62 Downloads (Pure)
• 2011

  Emotional speech recognition via soft-competition on different acoustic representations.

  Shaukat, A. & Chen, K., Aug 2011, Proceedings of International Joint Conference on Neural Networks (IJCNN'11). IEEE Press, p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Exploring hierarchical speech representations with a deep convolutional neural network

  Hau, D. & Chen, K., Sept 2011, Proceedings of UKCI'11.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Exploring speaker-specific characteristics with deep learning

  Salman, A. & Chen, K., 2011, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. IEEE, p. 103-110 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Architecture 100%
  • Deep Learning 100%
  • Speech Recognition 50%
  • Speaker Verification 50%
  • Speaker Recognition 50%

• Extracting speaker-specific information with a regularized siamese deep network

  Chen, K. & Salman, A., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011|Adv. Neural Inf. Process. Syst.: Annu. Conf. Neural Inf. Process. Syst., NIPS. MA: Cambridage, U.S.A.: MIT Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

  • Speaker Recognition 100%
  • Multiobjective 50%
  • Speech Recognition 50%
  • Information Loss 50%
  • Regularization 50%
  170 Downloads (Pure)
• 2010

  Unsupervised learning via iteratively constructed clustering ensemble

  Yang, Y. & Chen, K., 2010, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. U.S.A.: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Image Analysis 100%
  • Supervised Learning 100%
  • Unsupervised Learning 100%
  • Clustered Data 100%
• 2008

  Towards automatic emotional state categorization from speech signals

  Shaukat, A. & Chen, K., 2008, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH|Proc. Annu. Conf. Int. Speech. Commun. Assoc., INTERSPEECH. p. 2771-2774 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Emotional State 100%
  • Human Performance 66%
  • Machine Learning Technique 33%
  • speech corpus 33%
• 2007

  Ensemble learning with active data selection for semi-supervised pattern classification

  Wang, S. & Chen, K., 2007, IEEE International Conference on Neural Networks - Conference Proceedings|IEEE Int. Conf. Neural. Netw. Conf. Proc.. IEEE, p. 355-360 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • K-near neighbor classifier 100%

• Regularized boost for semi-supervised learning

  Chen, K. & Wang, S., 2007, Advances in Neural Information Processing Systems (Proceedings of NIPS'07). MA: Cambridge, U.S.A.: MIT Press, p. 281-288 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2006

  An ensemble of competitive learning networks with different representations for temporal data clustering

  Yang, Y. & Chen, K., 2006, IEEE International Conference on Neural Networks - Conference Proceedings|IEEE Int. Conf. Neural. Netw. Conf. Proc.. p. 3120-3127 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Network 100%
  • Temporal Data 100%
  • Clustered Data 100%
  • Ensemble Approach 16%
  • Clustering Analysis 16%
• 2005

  Boosting input/output hidden Markov models for sequence classification

  Chen, K., 2005, Lecture Notes in Computer Science|Lect. Notes Comput. Sci.. Wang, L., Chen, K. & Ong, Y. S. (eds.). Springer Nature, Vol. 3611. p. 656-665 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Input/Output 100%
  • Sequence Classification 100%
  • Supervised Learning 25%
  • Computational Complexity 25%
  • Ensemble Learning 25%
• 2004

  Personalized news reading via hybrid learning

  Chen, K. & Yeung, S., 2004, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.. Springer Nature, Vol. 3177. p. 607-612 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supervised Learning 100%
  • Unsupervised Learning 100%
  • System Configuration 100%
  • User Behavior 100%
  • Adaptive Systems 100%

• Speaker modeling with various speech representations

  Chen, K., 2004, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.. Springer Nature, Vol. 3072. p. 592-599 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Speaker Recognition 100%
  • Parameter Estimation 50%
  • Statistical Model 50%
  • Gaussian Mixture Model 50%
• 2003

  Incremental speaker adaptation based on universal background model and its applications on speaker segmentation

  Wu, T. Y., Lu, L., Chen, K. & Zhang, H. J., 2003, Proceedings of International Conference on MultiMedia & Expo. Association for Computing Machinery

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• On generalization of statistical ensemble learning on mismatch conditions: An empirical study

  Luo, D. S. & Chen, K., 2003, Proceedings of International Conference on Neural Information Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Refine Decision Boundaries of a Statistical Ensemble by Active Learning

  Luo, D. & Chen, K., 2003, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. IEEE, Vol. 2. p. 1523-1528 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Refines 100%
  • Divide and Conquer 50%
  • Training Set 50%
  • handwritten digit recognition 25%

• UBM-based incremental speaker adaptation

  Wu, T. Y., Lu, L., Chen, K. & Zhang, H.-J., 2003, Proceedings - IEEE International Conference on Multimedia and Expo.. IEEE, Vol. 2. p. 721-724 4 p. 1221718

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• UBM-based real-time speaker segmentation for broadcasting news

  Wu, T. Y., Lu, L., Chen, K. & Zhang, H. J., 2003, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings|ICASSP IEEE Int Conf Acoust Speech Signal Process Proc. IEEE, Vol. 2. p. 193-196 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Presegmentation 100%

• Universal background models for real-time speaker change detection

  Wu, T. Y., Lu, L., Chen, K. & Zhang, H. J., 2003, Proceedings of International Conference on Multimedia Modeling. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2002

  A comparative study of statistical ensemble methods on mismatch conditions

  Luo, D. & Chen, K., 2002, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. IEEE, Vol. 1. p. 59-64 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ensemble Method 100%
  • Self Organizing Systems 100%
  • Speaker Identification 50%

• Mandarin verbal information verification

  Li, X. & Chen, K., 2002, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings|ICASSP IEEE Int Conf Acoust Speech Signal Process Proc. IEEE, Vol. 1. p. I/836

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Verification Information 100%

• On the use of statistical ensemble methods for telephone-line speaker identification

  Luo, D. S. & Chen, K., 2002, Proceedings of IEEE International Conference on Communications, Circuits and Systems.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2001

  ISIS: A learning system with combined interaction and delegation dialogs

  Meng, H., Chan, S. F., Wong, Y. F., Chan, C. C., Wong, Y. W., Fung, T. Y., Tsui, W. C., Chen, K., Wang, L., Wu, T. Y., Li, X. L., Lee, T., Choi, W. N., Ching, P. C. & Chi, H. S., 2001, Proceedings of the 7th European Conference on Speech Communication and Technology (Eurospeech). p. 1551-1554 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• On the use of nearest feature line for speaker identification

  Wu, T. Y. & Chen, K., 2001, Proceedings of International Conference on Neural Information Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Towards better capturing inter-speaker information by active learning for speaker identification

  Wang, L., Chen, K. & Chi, H. S., 2001, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. IEEE, Vol. 4. p. 2975-2980 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Active Learning 100%
  • Neural Network 100%
  • Speaker Identification 100%
  • Generalization Ability 50%
  • Learning Algorithm 50%
• 2000

  Capture inter-speaker information with a neural network for speaker identification

  Wang, L., Chen, K. & Chi, H., 2000, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. Piscataway, NJ, United States: IEEE, Vol. 5. p. 247-252 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Speaker Identification 100%
  • Statistical Model 50%
  • Supervised Learning 25%
  • Parameter Estimation 25%

• ISIS: A multilingual spoken dialog system developed with CORBA and KQML agents

  Meng, H., Chan, S. F., Wong, Y. F., Fung, T. Y., Tsui, W. C., Lo, T. H., Chan, C. C., Chen, K., Wang, L., Wu, T. Y., Li, X. L., Lee, T., Choi, W. N., Wong, Y. W., Ching, P. C. & Chi, H. S., 2000, Proceedings of International Conference on Spoken Language Processing (ICSLP'2000). p. 150-153 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Optimal fusion of diverse feature sets for speaker identification: An alternative method

  Wang, L., Chen, K. & Chi, H., 2000, Proceedings of International Conference on Spoken Language Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Pruning abnormal data for better making a decision in speaker verification

  Liu, J. H. & Chen, K., 2000, Proceedings of International Conference on Spoken Language Processing (ICSLP'2000). p. 1005-1008 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 1999

  An alternative method of pattern classification on different feature sets

  Chen, K. & Chi, H., 1999, Proceedings of International Joint Conference on Neural Networks. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Image segmentation based on a dynamically coupled neural oscillator network

  Chen, K. & Wang, D. L., 1999, Proceedings of the International Joint Conference on Neural Networks. IEEE, Vol. 4. p. 2653-2658 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Image segmentation by a dynamically coupled neural oscillator network

  Chen, K. & Wang, D. L., 1999, Proceedings of International Joint Conference on Neural Networks. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• On use of different feature sets for pattern classification: An alternative method

  Chen, K. & Chi, H., 1999, Proceedings of the International Joint Conference on Neural Networks. IEEE, Vol. 5. p. 2940-2945 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 1998

  An HMM/MFNN hybrid architecture based on stacked generalization for speaker identification

  Bao, W. Q., Chen, K. & Chi, H., 1998, Proceedings of International Joint Conference on Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Perceiving spirals and inside/outside relations by a neural oscillator network

  Chen, K. & Wang, D. L., 1998, IEEE International Conference on Neural Networks - Conference Proceedings|IEEE Int Conf Neural Networks Conf Proc. Anon (ed.). Piscataway, NJ, United States: IEEE, Vol. 1. p. 619-624 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • time-delay 100%
  • Neural Network 25%
  • Learning Algorithm 25%
  • Human Performance 25%

• Perceiving without learning: from spirals to inside/outside relations

  Chen, K. & Wang, D. L., 1998, Advances in Neural Information Processing Systems (Proceedings of NIPS'98). MIT Press, p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 1997

  A modified mixtures of experts architecture for classification with diverse features

  Chen, K. & Chi, H. S., 1997, Proceedings of IEEE International Conference on Neural Networks (ICNN-97). p. 215-220 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Methods of linear combination with different features

  Wang, L., Chen, K. & Chi, H. S., 1997, Proceedings of International Conference on Neural Information Processing (ICONIP-97). p. 1088-1081 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 1996

  Classification by combining Fisher's linear discriminant with neural networks

  Chen, K., Yu, X. & Chi, H. S., 1996, Proceedings of World Congress on Neural Networks (WCNN-96). p. 59-62 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Combine multiple time-delay HMEs for speaker identification

  Chen, K., Xie, D. & Chi, H., 1996, IEEE International Conference on Neural Networks - Conference Proceedings|IEEE Int Conf Neural Networks Conf Proc. Vol. 4. p. 2015-2020 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • time-delay 100%
  • Speaker Identification 100%
  • Real-World Problem 25%
  • Temporal Data 25%
  • multiple classifier 25%