Nancy F. Chen

Chng Eng Siong, Haihua Xu, Haizhou Li, 2017, 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).

Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models

Chin-Hui Lee, Wei Li, Sabato Marco Siniscalchi, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Characterizing Deletion Transformations Across Dialects Using a Sophisticated Tying Mechanism

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2011, INTERSPEECH.

Exemplar-inspired strategies for low-resource spoken keyword search in Swahili

Bin Ma, Haizhou Li, Chng Eng Siong, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Dialect recognition using adapted phonetic models

Douglas A. Reynolds, Nancy F. Chen, Wade Shen, 2008, INTERSPEECH.

Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check

Nancy F. Chen, Minh Nguyen, Gia H. Ngo, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Discriminative score normalization for keyword search decision

Haizhou Li, Chng Eng Siong, Haihua Xu, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling

Wei Li, Chin-Hui Lee, Sabato Marco Siniscalchi, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Clustering-based Phonetic Projection in Mismatched Crowdsourcing Channels for Low-resourced ASR

Mark Hasegawa-Johnson, Lav R. Varshney, Nancy F. Chen, 2016, WSSANLP@COLING.

Large-scale characterization of Mandarin pronunciation errors made by native speakers of European languages

Bin Ma, Haizhou Li, Nancy F. Chen, 2013, INTERSPEECH.

Characterizing Phonetic Transformations and Acoustic Differences Across English Dialects

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models

Wei Li, Chin-Hui Lee, Sabato Marco Siniscalchi, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multitask Learning for Phone Recognition of Underresourced Languages Using Mismatched Transcription

Boon Pang Lim, Nancy F. Chen, Van Hai Do, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A linguistically-informative approach to dialect recognition using dialect-discriminating context-dependent phonetic models

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Analyzing and Interpreting Automatically Learned Rules Across Dialects

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2012, INTERSPEECH.

Low-resource keyword search strategies for tamil

Bin Ma, Haizhou Li, Chng Eng Siong, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised data selection and word-morph mixed language model for tamil low-resource keyword search

Bin Ma, Cheung-Chi Leung, Chongjia Ni, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues pdf

Doyen Sahoo, Chenghao Liu, Nancy F. Chen, 2020, EMNLP.

Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check pdf

Nancy F. Chen, Gia H. Ngo, Minh Nguyen, 2020, ArXiv.

System and keyword dependent fusion for spoken term detection

Haizhou Li, Chng Eng Siong, Haihua Xu, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Computer-assisted pronunciation training: From pronunciation scoring towards spoken language learning

Haizhou Li, Nancy F. Chen, Haizhou Li, 2016, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).

Introduction to the Special Issue on End-to-End Speech and Language Processing

Brian Kingsbury, Bhuvana Ramabhadran, Mary P. Harper, 2017, IEEE J. Sel. Top. Signal Process..

Subspace Gaussian mixture model for computer-assisted language learning

Rong Tong, Bin Ma, Haizhou Li, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text pdf

Ngai-Man Cheung, Jie Lin, Mathieu Ravaut, 2017, ArXiv.

A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search

I-Fan Chen, Chin-Hui Lee, Chongjia Ni, 2014, The 9th International Symposium on Chinese Spoken Language Processing.

Exploiting Discourse-Level Segmentation for Extractive Summarization

Nancy F. Chen, Zhengyuan Liu, Zhengyuan Liu, 2019, EMNLP.

Speech recognition of under-resourced languages using mismatched transcriptions

Mark Hasegawa-Johnson, Boon Pang Lim, Nancy F. Chen, 2016, 2016 International Conference on Asian Language Processing (IALP).

Goodness of tone (GOT) for non-native Mandarin tone recognition

Rong Tong, Bin Ma, Haizhou Li, 2015, INTERSPEECH.

Efficient methods to train multilingual bottleneck feature extractors for low resource keyword search

Bin Ma, Lei Wang, Cheung-Chi Leung, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

End-to-End Multi-Domain Task-Oriented Dialogue Systems with Multi-level Neural Belief Tracker

Steven C. H. Hoi, Doyen Sahoo, Chenghao Liu, 2019 .

Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning

Mark Hasegawa-Johnson, Nancy F. Chen, Wenda Chen, 2018, INTERSPEECH.

An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations pdf

Nancy F. Chen, Zhengyuan Liu, Ke Shi, 2020, ArXiv.

Regulating Orthography-Phonology Relationship for English to Thai Transliteration

Binh Minh Nguyen, Nancy F. Chen, Hoang Gia Ngo, 2016, NEWS@ACM.

Keyword search using query expansion for graph-based rescoring of hypothesized detections

Haizhou Li, Chng Eng Siong, Xiong Xiao, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

iCALL corpus: Mandarin Chinese spoken by non-native speakers of European descent

Rong Tong, Bin Ma, Haizhou Li, 2015, INTERSPEECH.

A Keyword-Aware Language Modeling Approach to Spoken Keyword Search

I-Fan Chen, Chin-Hui Lee, Chongjia Ni, 2016, J. Signal Process. Syst..

A many-to-one phone mapping approach for cross-lingual speech recognition

Mark Hasegawa-Johnson, Boon Pang Lim, Nancy F. Chen, 2016, 2016 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF).

Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach

Mark Hasegawa-Johnson, Boon Pang Lim, Nancy F. Chen, 2017, INTERSPEECH.

Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children's Speech

Richeng Duan, Nancy F. Chen, 2020, INTERSPEECH.

Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks

Nancy F. Chen, Minh Nguyen, Gia H. Ngo, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Characterizing phonetic transformations and fine-grained acoustic differences across dialects

Joseph P. Campbell, Nancy F. Chen, J. Campbell, 2011 .

A keyword-aware grammar framework for LVCSR-based spoken keyword search

I-Fan Chen, Chin-Hui Lee, Chongjia Ni, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A whispered Mandarin corpus for speech technology applications

Bin Ma, Boon Pang Lim, Nancy F. Chen, 2014, INTERSPEECH.

A keyword-boosted sMBR criterion to enhance keyword search performance in deep neural network based acoustic modeling

I-Fan Chen, Chin-Hui Lee, Nancy F. Chen, 2014, INTERSPEECH.

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

Mark Hasegawa-Johnson, Nancy F. Chen, Wenda Chen, 2016, SLTU.

Multi-Task Learning for Mispronunciation Detection on Singapore Children's Mandarin Speech

Rong Tong, Bin Ma, Nancy F. Chen, 2017, INTERSPEECH.

Large-scale characterization of non-native Mandarin Chinese spoken by speakers of European origin: Analysis on iCALL

Rong Tong, Haizhou Li, Bin Ma, 2016, Speech Commun..

Explanations in Predictive Analytics: Case Studies

Nancy F. Chen, Jiewen Wu, Gia H. Ngo, 2020, Knowledge Graphs for eXplainable Artificial Intelligence.

Attention-based Semantic Priming for Slot-filling

Rafael E. Banchs, Luis Fernando D'Haro, Pavitra Krishnaswamy, 2018, NEWS@ACL.

Multiple time-span feature fusion for deep neural network modeling

Bin Ma, Chongjia Ni, Nancy F. Chen, 2014, The 9th International Symposium on Chinese Spoken Language Processing.

Corpus-based pronunciation variation rule analysis for singapore English

Bin Ma, Boon Pang Lim, Nancy F. Chen, 2015, SLaTE.

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation

Steven C. H. Hoi, Doyen Sahoo, Nancy F. Chen, 2020, Comput. Speech Lang..

Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models

Wei Li, Chin-Hui Lee, Sabato Marco Siniscalchi, 2017, INTERSPEECH.

Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks

Wei Li, Chin-Hui Lee, Jinsong Zhang, 2018, J. Signal Process. Syst..

Cross-lingual deep neural network based submodular unbiased data selection for low-resource keyword search

Bin Ma, Haizhou Li, Cheung-Chi Leung, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

NEWS 2018 Whitepaper

Haizhou Li, Rafael E. Banchs, Min Zhang, 2018, NEWS@ACL.

Re-ranking spoken term detection with acoustic exemplars of keywords

Haizhou Li, Chng Eng Siong, Xiong Xiao, 2018, Speech Commun..

Phonology-augmented statistical transliteration for low-resource languages

Bin Ma, Haizhou Li, Binh Minh Nguyen, 2015, INTERSPEECH.

Phonology-Augmented Statistical Framework for Machine Transliteration Using Limited Linguistic Resources

Nancy F. Chen, Minh Nguyen, Gia H. Ngo, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Analysis of Mismatched Transcriptions Generated by Humans and Machines for Under-Resourced Languages

Mark Hasegawa-Johnson, Boon Pang Lim, Nancy F. Chen, 2016, INTERSPEECH.

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge pdf

Nancy F. Chen, Hung Le, 2020, ArXiv.

ASR for Under-Resourced Languages From Probabilistic Transcription

Majid Mirbagheri, Adrian K. C. Lee, Paul Hager, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Multimodal neural pronunciation modeling for spoken languages with logographic origin

Nancy F. Chen, Hoang Gia Ngo, Minh Nguyen, 2018, EMNLP.

Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations

Wei Li, Chin-Hui Lee, Sabato Marco Siniscalchi, 2016, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).

Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations

Nancy F. Chen, AiTi Aw, Zhengyuan Liu, 2019, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Towards Automatic Speech Evaluation For Multilingual Societies: Prototype System For Singapore Children Learning Malay

Richeng Duan, Nancy F. Chen, Yi Ren Leng, 2019 .

Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples

Haizhou Li, Chng Eng Siong, Xiong Xiao, 2016, INTERSPEECH.

SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese

Rong Tong, Bin Ma, Haizhou Li, 2016, INTERSPEECH.

Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring pdf

Savitha Ramasamy, Pavitra Krishnaswamy, Nancy F. Chen, 2019, NAACL.

Minimal-resource phonetic language models to summarize untranscribed speech

Bin Ma, Haizhou Li, Nancy F. Chen, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension

Nancy F. Chen, Zhengyuan Liu, Zhengyuan Liu, 2019, ACL.

Report of NEWS 2018 Named Entity Transliteration Shared Task

Haizhou Li, Rafael E. Banchs, Min Zhang, 2018, NEWS@ACL.

Tokenizing fundamental frequency variation for Mandarin tone error detection

Rong Tong, Bin Ma, Haizhou Li, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Informative dialect recognition using context-dependent pronunciation modeling

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large-scale analysis of formant frequency estimation variability in conversational telephone speech

Joseph P. Campbell, Nancy F. Chen, Wade Shen, 2009, INTERSPEECH.

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues pdf

Nancy F. Chen, Hung Le, Steven Hoi, 2021, ICLR 2021 Poster.

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues pdf

Nancy F. Chen, Steven C.H. Hoi, Hung Le, 2021, ICLR.

VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks pdf

Nancy F. Chen, Steven C.H. Hoi, Hung Le, 2021, ArXiv.

A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation pdf

Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, 2021, ArXiv.

Senone-Aware Adversarial Multi-Task Training for Unsupervised Child to Adult Speech Adaptation

Richeng Duan, Nancy F. Chen, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Avian W and mammalian Y chromosomes convergently retained dosage-sensitive regulators

Nancy F. Chen, Daniel W Bellott, Ting-Jan Cho, 2017, Nature Genetics.

End-to-End Multimodal Dialog Systems with Hierarchical Multimodal Attention on Video Features

Steven C. H. Hoi, Doyen Sahoo, Nancy F. Chen, 2018 .

Deconstructing isolation-by-distance: The genomic consequences of limited dispersal

Nancy F. Chen, John W Fitzpatrick, Graham Coop, 2016, bioRxiv.

VOWEL NASALIZATION IN AMERICAN ENGLISH: ACOUSTIC VARIABILITY DUE TO PHONETIC CONTEXT

Janet Slifka, Nancy F. Chen, Kenneth N. Stevens, 2007 .

Acoustic Modeling for Under-resourced Language using Mismatched Transcriptions

Nancy F. Chen, B. P. Lim, Mark Hasegawa-Johnson, 2018 .

Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition

Mark Hasegawa-Johnson, Boon Pang Lim, Nancy F. Chen, 2017, INTERSPEECH.

Stop‐like modification of dental fricatives in Indian English: A preliminary study to perceptual experiments.

Nancy F. Chen, Chi D. Chu, 2009 .

VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems

Nancy F. Chen, Nancy F. Chen, S. Hoi, 2021, NAACL.

Genomic Consequences of Population Decline in the Endangered Florida Scrub-Jay

Nancy F. Chen, Elissa J. Cosgrove, A. Clark, 2016, Current Biology.

A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries

Minh Le Nguyen, Nancy F. Chen, Gia H. Ngo, 2022, Medical Image Anal..

Taking Quantitative Genomics into the Wild

Nancy F. Chen, Emily B Josephs, S. E. Johnston, 2022, 2209.13067.

Variations of multi-task learning for spoken language assessment

Nancy F. Chen, J. H. M. Wong, Huayun Zhang, 2022, Interspeech 2022.

Aware Mispronunciation Detection for Mandarin Pronunciation Training

Nancy F. Chen, B. Ma, R. Tong, 2016 .

Taking quantitative genomics into the wild

Nancy F. Chen, Emily B Josephs, S. Johnston, 2022, Proceedings of the Royal Society B.

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues

Nancy F. Chen, S. Hoi, Hung Le, 2021, ICLR.

Identification and validation of quantitative trait loci for chlorophyll content of flag leaf in wheat under different phosphorus treatments

Nancy F. Chen, Jun Zheng, Xingwei Zheng, 2022, Frontiers in Plant Science.

Study of the Effect of Drive Gas Type on the Inhibition of Coal Spontaneous Combustion by Ternary System Foam

Nancy F. Chen, Ligang Zheng, Rong-kun Pan, 2022, Combustion Science and Technology.

Understanding the role of alloyed Ni and Cu on improving corrosion resistance of low alloy steel in the simulated Beishan groundwater

Nancy F. Chen, W. Ke, Junhua Dong, 2022, Journal of Materials Science & Technology.

In vitro drug–drug interactions of budesonide: inhibition and induction of transporters and cytochrome P450 enzymes

Nancy F. Chen, D. Welty, Qing Wang, 2018, Xenobiotica; the fate of foreign compounds in biological systems.

A comparative assessment of SNP and microsatellite markers for assigning parentage in a socially monogamous bird

Nancy F. Chen, Sara A. Kaiser, Scott A. Taylor, 2017, Molecular ecology resources.

Identification of avian W-linked contigs by short-read sequencing

Nancy F. Chen, A. Clark, D. Page, 2012, BMC Genomics.

S2 Text: Comparison of patterns on the autosomes and Z chromosome

Nancy F. Chen, A. Clark, G. Coop, 2017 .

The role of climate change and niche shifts in divergent range dynamics of a sister-species pair

Nancy F. Chen, C. Logan, D. Lukas, 2023, Peer community journal.

Vascular Endothelial Growth Factor Enhances Compensatory Lung Growth in Piglets☆

Nancy F. Chen, S. Kalled, P. Mitchell, 2018, Surgery.

Analysis on mechanism of steel plate pre-oxidation in improving bonding properties of cold-rolled 6061 Al/Q235 steel composite plate

Nancy F. Chen, Chao Yu, Z. Ren, 2023, Journal of Materials Processing Technology.

Unveiling the mechanisms of Fe (III)-loaded chitosan composite (CTS-Fe) in enhancing anaerobic digestion of waste activated sludge

Nancy F. Chen, Z. Lei, Zhenya Zhang, 2023, Journal of Environmental Sciences.

Immunogenicity of mesenchymal stromal/stem cells

Nancy F. Chen, Enhai Cui, Wenyan Chen, 2023, Scandinavian journal of immunology.

Graph To Coherent Text: Passage Generation from Knowledge Graphs by Exploiting Edge Representations in Sentential Contexts

Nancy F. Chen, Litton J. Kurisinkel, 2020 .

Detrital zircons from Paleoproterozoic (meta-)sedimentary rocks on the northern margin of the North China Craton and tectonic implications

Nancy F. Chen, Guochun Zhao, 2023, Precambrian Research.

Identification of avian W-linked contigs by short-read sequencing

Nancy F. Chen, A. Clark, D. W. Bellott, 2012, BMC Genomics.

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking

Nancy F. Chen, Min-Yen Kan, Zhengyuan Liu, 2021, FINDINGS.

Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States

Nancy F. Chen, Litton J Kurisinkel, Ai Ti Aw, 2021, NAACL.

Analyzing Code Embeddings for Coding Clinical Narratives

Pavitra Krishnaswamy, Nancy F. Chen, Jiewen Wu, 2021, FINDINGS.

Research on Prediction Model of Xiamen Air Quality Index Based on Machine Learning

Nancy F. Chen, Shuang Yang, 2022, EITCE.

Multi-scale regional photovoltaic power generation forecasting method based on sequence coding reconstruction

Nancy F. Chen, Qingfeng Ji, Yajie Tang, 2023, Energy Reports.

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning

Nancy F. Chen, Nancy F. Chen, Bin Wang, 2023, ArXiv.

Multiomics reveal human umbilical cord mesenchymal stem cells improving acute lung injury via the lung-gut axis

Nancy F. Chen, Lu Lv, En-Hai Cui, 2023, World Journal of Stem Cells.

Distilling knowledge from Gaussian process teacher to neural network student

Nancy F. Chen, J. H. M. Wong, Huayun Zhang, 2023, INTERSPEECH 2023.

EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models

Nancy F. Chen, Berrak Sisman, Huayun Zhang, 2022, INTERSPEECH.

Abstracts of Poster Presentations

Nancy F. Chen, Vena Pearl, B. Walsh, 2005 .

Nature Genetics Advance Online Publication Avian W and Mammalian Y Chromosomes Convergently Retained Dosage-sensitive Regulators

Nancy F. Chen, Colin L. Kremitzki, L. Brown, 2022 .