Fuchun Peng

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 27

Top Topics

Recurrent Neural Networks

Speech Recognition

Noisy Environments

Top Venues

Publications

Zhe Liu, Yue Hui, Fuchun Peng
Group Personalized Federated Learning. ICASSP (2023)
Zhe Liu, Fuchun Peng
Modeling Dependent Structure for Utterances in ASR Evaluation. INTERSPEECH (2023)
Zhe Liu, Xuedong Zhang, Fuchun Peng
Mitigating Unintended Memorization in Language Models Via Alternating Teaching. ICASSP (2023)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. CoRR (2022)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. ICASSP (2022)
Zhe Liu, Yue Hui, Fuchun Peng
Group Personalized Federated Learning. CoRR (2022)
Zhe Liu, Irina-Elena Veliche, Fuchun Peng
Model-Based Approach for Measuring the Fairness in ASR. ICASSP (2022)
Zhe Liu, Fuchun Peng
Modeling Dependent Structure for Utterances in ASR Evaluation. CoRR (2022)
Zhe Liu, Xuedong Zhang, Fuchun Peng
Mitigating Unintended Memorization in Language Models via Alternating Teaching. CoRR (2022)
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models. ASRU (2021)
Zhe Liu, Irina-Elena Veliche, Fuchun Peng
Model-Based Approach for Measuring the Fairness in ASR. CoRR (2021)
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models. CoRR (2021)
Zhe Liu, Ke Li, Shreyan Bakshi, Fuchun Peng
Private Language Model Adaptation for Speech Recognition. CoRR (2021)
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR. SLT (2021)
Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models. EACL (2021)
Zhe Liu, Fuchun Peng
Federated Marginal Personalization for ASR Rescoring. ICASSP (2021)
Zhe Liu, Fuchun Peng
Federated Marginal Personalization for ASR Rescoring. CoRR (2020)
Ke Li, Zhe Liu, Tianxing He, Hongzhao Huang, Fuchun Peng, Daniel Povey, Sanjeev Khudanpur
An Empirical Study of Transformer-Based Neural Language Model Adaptation. ICASSP (2020)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR Models By Generation of Contextual Information. ICASSP (2020)
Zhe Liu, Fuchun Peng
Statistical Testing on ASR Performance via Blockwise Bootstrap. INTERSPEECH (2020)
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR. CoRR (2020)
Hongzhao Huang, Fuchun Peng
An Empirical Study of Efficient ASR Rescoring with Transformers. CoRR (2019)
Yiren Wang, Hongzhao Huang, Zhe Liu, Yutong Pang, Yongqiang Wang, ChengXiang Zhai, Fuchun Peng
Improving N-gram Language Models with Pre-trained Deep Transformer. CoRR (2019)
Jun Liu, Jiedan Zhu, Vishal Kathuria, Fuchun Peng
Efficient Dynamic WFST Decoding for Personalized Language Models. CoRR (2019)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR models by Generation of Contextual Information. CoRR (2019)
Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng
Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models. CoRR (2019)
Antoine Bruguier, Fuchun Peng, Françoise Beaufays
Learning Personalized Pronunciations for Contact Name Recognition. INTERSPEECH (2016)
Kanishka Rao, Fuchun Peng, Françoise Beaufays
Automatic pronunciation verification for speech recognition. ICASSP (2015)
Kanishka Rao, Fuchun Peng, Hasim Sak, Françoise Beaufays
Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks. ICASSP (2015)
Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman
Fix it where it fails: Pronunciation learning by mining error corrections from speech logs. ICASSP (2015)
Attapol T. Rutherford, Fuchun Peng, Françoise Beaufays
Pronunciation learning for named-entities through crowd-sourcing. INTERSPEECH (2014)
Fuchun Peng, Scott Roy, Ben Shahshahani, Françoise Beaufays
Search results based N-best hypothesis rescoring with maximum entropy classification. ASRU (2013)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Boltzmann Machine Learning with the Latent Maximum Entropy Principle CoRR (2012)
Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay
An Integrated, Conditional Model of Information Extraction and Coreference with Applications to Citation Matching CoRR (2012)
Yumao Lu, Fuchun Peng, Xing Wei, Benoît Dumoulin
Personalize web search results with user's location. SIGIR (2010)
Xing Wei, Fuchun Peng, Huihsin Tseng, Yumao Lu, Xuerui Wang, Benoît Dumoulin
Search with Synonyms: Problems and Solutions. COLING (Posters) (2010)
Donald Metzler, Rosie Jones, Fuchun Peng, Ruiqiang Zhang
Improving search relevance for implicitly temporal queries. SIGIR (2009)
Xing Wei, Fuchun Peng, Huihsin Tseng, Yumao Lu, Benoît Dumoulin
Context sensitive synonym discovery for web search queries. CIKM (2009)
Yumao Lu, Fuchun Peng, Gilad Mishne, Xing Wei, Benoît Dumoulin
Improving Web Search Relevance with Semantic Features. EMNLP (2009)
Bin Tan, Fuchun Peng
Unsupervised query segmentation using generative language models and wikipedia. WWW (2008)
Xing Wei, Fuchun Peng, Benoît Dumoulin
Analyzing web text association to disambiguate abbreviation in queries. SIGIR (2008)
Fuchun Peng, Xiangji Huang
Machine learning for Asian language text classification. J. Documentation 63 (3) (2007)
Fuchun Peng, Nawaaz Ahmed, Xin Li, Yumao Lu
Context sensitive stemming for web search. SIGIR (2007)
Fuchun Peng, Andrew McCallum
Information extraction from research papers using conditional random fields. Inf. Process. Manag. 42 (4) (2006)
Aitao Chen, Fuchun Peng, Roy Shan, Gordon Sun
Chinese Named Entity Recognition with Conditional Probabilistic Models. SIGHAN@COLING/ACL (2006)
Yumao Lu, Fuchun Peng, Xin Li, Nawaaz Ahmed
Coupling feature selection and machine learning methods for navigational query identification. CIKM (2006)
Fuchun Peng, Ralph M. Weischedel, Ana Licuanan, Jinxi Xu
Combining Deep Linguistics Analysis and Surface Pattern Learning: A Hybrid Approach to Chinese Definitional Question Answering. HLT/EMNLP (2005)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Combining Statistical Language Models via the Latent Maximum Entropy Principle. Mach. Learn. 60 (1-3) (2005)
Ramesh Nallapati, Ao Feng, Fuchun Peng, James Allan
Event threading within news topics. CIKM (2004)
Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans
Dynamic Web log session identification with statistical language models. J. Assoc. Inf. Sci. Technol. 55 (14) (2004)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Learning mixture models with the regularized latent maximum entropy principle. IEEE Trans. Neural Networks 15 (4) (2004)
Fuchun Peng, Andrew McCallum
Accurate Information Extraction from Research Papers using Conditional Random Fields. HLT-NAACL (2004)
Fuchun Peng, Fangfang Feng, Andrew McCallum
Chinese Segmentation and New Word Detection using Conditional Random Fields. COLING (2004)
Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay
An Integrated, Conditional Model of Information Extraction and Coreference with Appli. UAI (2004)
Fuchun Peng, Dale Schuurmans, Shaojun Wang
Augmenting Naive Bayes Classifiers with Statistical Language Models. Inf. Retr. 7 (3-4) (2004)
Fuchun Peng, Xiangji Huang, Dale Schuurmans, Shaojun Wang
Text classification in Asian languages without word segmentation. IRAL (2003)
Fuchun Peng, Dale Schuurmans, Vlado Keselj, Shaojun Wang
Language Independent Authorship Attribution with Character Level N-Grams. EACL (2003)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Boltzmann Machine Learning with the Latent Maximum Entropy Principle. UAI (2003)
Fuchun Peng, Dale Schuurmans, Shaojun Wang
Language and Task Independent Text Categorization with Simple Language Models. HLT-NAACL (2003)
Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone, Stephen E. Robertson
Applying Machine Learning to Text Segmentation for Information Retrieval. Inf. Retr. 6 (3-4) (2003)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Learning Mixture Models with the Latent Maximum Entropy Principle. ICML (2003)
Shaojun Wang, Dale Schuurmans, Fuchun Peng
Latent Maximum Entropy Approach for Semantic N-gram Language Modeling. AISTATS (2003)
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
Semantic n-gram language modeling with the latent maximum entropy principle. ICASSP (1) (2003)
Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans, Nick Cercone
Session Boundary Detection for Association Rule Learning Using n-Gram Language Models. Canadian Conference on AI (2003)
Fuchun Peng, Dale Schuurmans
Combining Naive Bayes and n-Gram Language Models for Text Classification. ECIR (2003)
Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone
Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR. COLING (2002)
Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone
Waterloo at NTCIR-3: Using Self-supervised Word Segmentation. NTCIR (2002)
Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone, Stephen E. Robertson
Using self-supervised word segmentation in Chinese information retrieval. SIGIR (2002)
Fuchun Peng, Dale Schuurmans
A Hierarchical EM Approach to Word Segmentation. NLPRS (2001)
Fuchun Peng, Dale Schuurmans
Self-Supervised Chinese Word Segmentation. IDA (2001)
Fuchun Peng, Dale Schuurmans
A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling. NLPRS (2001)