NUS - Institute of Data Science

The following is a list of publications from the project team, most of which are in the top 10% of S&T journals and conferences in the field as tracked in a list approved by NRF and/or in the Clarivate Analytics Journal Citation Reports.

Conference Publications

ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021

Satwinder Singh, Ruili Wang, Yuanhang Qiu

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In Interspeech, pp. 211-215. 2021

Qiu Yuanhang, Ruili Wang, Satwinder Singh, Zhizhong Ma, Feng Hou

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Accepted by IJCAI 2022

Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle

Link: https://arxiv.org/abs/2206.08486

Submitted to 29th INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS 2022

Z. Wang, Feng Hou, R. Wang

In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Pages 6843-6848

Feng Hou, R. Wang, J. He, Y. Zhou

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ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022

Satwinder Singh, Ruili Wang, Feng Hou

Link: https://arxiv.org/abs/2205.06182

Applied Soft Computing 120 (2022): 108568

Qiu, Yuanhang, Ruili Wang, Feng Hou, Satwinder Singh, Zhizhong Ma , Xiaoyun Jia

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Accepted at InterSpeech 2022

Zhihan Wang, Feng Hou, Yuanhang Qiu, Zhizhong Ma, Satwinder Singh, Ruili Wang

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In the Proceedings of Computing Conference, 2022. (Accepted)

Zhizhong Ma, Satwinder Singh, Yuanhang Qiu, Feng Hou, Ruili Wang, Christopher Bullen, Joanna Ting Wai Chu

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In the Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8177-8181. IEEE, 2022

Zhizhong Ma , Yuanhang Qiu, Feng Hou , Ruili Wang, Joanna Ting Wai Chu, Christopher Bullen

Link: https://ieeexplore.ieee.org/document/9747712

In the Proceedings of the 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), 2022. (Accepted)

Zhizhong Ma , Junbo Ma, Xijuan Liu, Feng Hou

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Journals

Accepted by Natural Language Engineering

Feng Hou, Ruili Wang, See-Kiong Ng, Fangyi Zhu, Michael Witbrock, S. Cahan, L. Chen, Xiaoyun Jia

IEEE Transactions on Knowledge and Data Engineering

Ruili Wang, Feng Hou, S. Cahan, L. Chen, Xiaoyun Jia, W. Ji

Link: https://ieeexplore.ieee.org/document/9706297

Knowledge and Information Systems, Issue 4

Feng Hou, Ruili Wang (corresponding author), Y. Zhou

Link: https://link.springer.com/article/10.1007/s10115-021-01549-5

In the Journal of Voice, 2021

Zhizhong Ma, Christopher Bullen, Joanna Ting Wai Chu, Ruili Wang, Yingchun Wang, Satwinder Singh

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Knowledge and Information Systems

Feng Hou, Ruili Wang, See-Kiong Ng , Michael Witbrock, Fangyi Zhu , Xiaoyun Jia

Link: https://link.springer.com/article/10.1007/s10115-022-01793-3

Publications (NZ)

Conference Publications

DeepF0: End-to-end fundamental frequency estimation for music and speech signals

Self-Supervised Learning Based Phone-Fortified Speech Enhancement

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering

Memory Free Continual Learning in Automatic Speech Recognition with Angular Distance Loss Regularization

Improving Entity Linking through Semantic Reinforced Entity Embeddings

Improved Meta Learning for Low Resource Speech Recognition

Adversarial multi-task learning with inverse mapping for speech enhancement

CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition

Towards the Objective Speech Assessment of Smoking Status based on Voice Features: A Review of the Literature

Determining the Best Acoustic Features for Smoking Status Identification

Large Margin Neural Language Model

Journals

Anisotrpic span embeddings and the negative impact of higher-order inference for coreference resolution

Fine-grained Entity Typing with a Type Taxonomy: a Systematic Review

Transfer learning for fine-grained entity typing

Towards the Objective Speech Assessment of Smoking Status Based on Voice Features: A Review of the Literature

Exploiting Anonymous Entity Mentions for Named Entity Linking