I-Fan Chen

According to our database, I-Fan Chen authored at least 45 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Prune Then Distill: Dataset Distillation with Importance Sampling.

Anirudh S. Sundar, Gokce Keskin, Chander Chandak, I-Fan Chen, Pegah Ghahremani, Shalini Ghosh

Proceedings of the IEEE International Conference on Acoustics, 2023

Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition.

Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Learning to rank with BERT-based confidence models in ASR rescoring.

Ting-Wei Wu, I-Fan Chen, Ankur Gandhe

Proceedings of the Interspeech 2022, 2022

Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities.

Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King, Katherine Powell, Melissa Saboowala, Karan Shetty, Andreas Stolcke

Proceedings of the Interspeech 2022, 2022

2021

Investigation of Training Label Error Impact on RNN-T.

I-Fan Chen, Brian King, Jasha Droppo

CoRR, 2021

2020

Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition.

Maarten Van Segbroeck, Sri Harish Mallidi, Brian John King, I-Fan Chen, Gurpreet Chadha, Roland Maas

CoRR, 2020

Data Techniques For Online End-to-end Speech Recognition.

Yang Chen, Weiran Wang, I-Fan Chen, Chao Wang

CoRR, 2020

2019

Two Tiered Distributed Training Algorithm for Acoustic Modeling.

Pranav Ladkat, Oleg Rybakov, Radhika Arava, Sree Hari Krishnan Parthasarathi, I-Fan Chen, Nikko Strom

Proceedings of the Interspeech 2019, 2019

End-to-end Anchored Speech Recognition.

Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Robust Speech Recognition via Anchor Word Representations.

Brian John King, I-Fan Chen, Yonatan Vaizman, Yuzong Liu, Roland Maas, Sree Hari Krishnan Parthasarathi, Björn Hoffmeister

Proceedings of the Interspeech 2017, 2017

2016

Resource-dependent acoustic and language modeling for spoken keyword search.

I-Fan Chen

PhD thesis, 2016

A Keyword-Aware Language Modeling Approach to Spoken Keyword Search.

I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee

J. Signal Process. Syst., 2016

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

Nancy F. Chen, Van Tung Pham, Haihua Xu, Xiong Xiao, Van Hai Do, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Chin-Hui Lee, Eng Siong Chng, Bin Ma, Haizhou Li

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Towards a direct Bayesian adaptation framework for deep models.

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015

Maximum a Posteriori Adaptation of Network Parameters in Deep Models.

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee

CoRR, 2015

Tunable keyword-aware language modeling and context dependent fillers for LVCSR-based spoken keyword search.

Tze Siong Lau, I-Fan Chen, Chin-Hui Lee

Proceedings of the INTERSPEECH 2015, 2015

Maximum a posteriori adaptation of network parameters in deep models.

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee

Proceedings of the INTERSPEECH 2015, 2015

Rapid adaptation for deep neural networks through multi-task learning.

Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee

Proceedings of the INTERSPEECH 2015, 2015

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

I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Low-resource keyword search strategies for tamil.

Nancy F. Chen, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Van Tung Pham, Haihua Xu, Xiong Xiao, Tze Siong Lau, Su Jun Leow, Boon Pang Lim, Cheung-Chi Leung, Lei Wang, Chin-Hui Lee, Alvina Goh, Engsiong Chng, Bin Ma, Haizhou Li

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

System and keyword dependent fusion for spoken term detection.

Van Tung Pham, Nancy F. Chen, Sunil Sivadas, Haihua Xu, I-Fan Chen, Chongjia Ni, Engsiong Chng, Haizhou Li

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

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

I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee

Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Feature space maximum a posteriori linear regression for adaptation of deep neural networks.

Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee

Proceedings of the INTERSPEECH 2014, 2014

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

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

Proceedings of the INTERSPEECH 2014, 2014

Attribute based lattice rescoring in spontaneous speech recognition.

I-Fan Chen, Sabato Marco Siniscalchi, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

A resource-dependent approach to word modeling for keyword spotting.

I-Fan Chen, Chin-Hui Lee

Proceedings of the INTERSPEECH 2013, 2013

A hybrid HMM/DNN approach to keyword spotting of short words.

I-Fan Chen, Chin-Hui Lee

Proceedings of the INTERSPEECH 2013, 2013

An experimental study on structural-MAP approaches to implementing very large vocabulary speech recognition systems for real-world tasks.

I-Fan Chen, Sabato Marco Siniscalchi, Seokyong Moon, Daejin Shin, Myoung-Wan Koo, Minhwa Chung, Chin-Hui Lee

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012

A Study on Using Word-Level HMMs to Improve ASR Performance over State-of-the-Art Phone-Level Acoustic Modeling for LVCSR.

I-Fan Chen, Chin-Hui Lee

Proceedings of the INTERSPEECH 2012, 2012

2011

A self-healing clustering algorithm for underwater sensor networks.

Chenn-Jung Huang, Yu-Wu Wang, Chin-Fa Lin, Yu-To Chen, Heng-Ming Chen, Hung-Yen Shen, You-Jia Chen, I-Fan Chen, Kai-Wen Hu, Dian-Xiu Yang

Clust. Comput., 2011

2010

An intelligent resource management scheme for heterogeneous WiFi and WiMAX multi-hop relay networks.

Chenn-Jung Huang, Kai-Wen Hu, I-Fan Chen, You-Jia Chen, Hong-Xin Chen

Expert Syst. Appl., 2010

Bayesian speaker recognition using Gaussian mixture model and laplace approximation.

Shih-Sian Cheng, I-Fan Chen, Hsin-Min Wang

Proceedings of the INTERSPEECH 2010, 2010

Phonetic subspace mixture model for speaker diarization.

I-Fan Chen, Shih-Sian Cheng, Hsin-Min Wang

Proceedings of the INTERSPEECH 2010, 2010

2009

A Load Balancing and Congestion-Avoidance Routing Mechanism for Teal-Time Traffic over Vehicular Networks.

Chenn-Jung Huang, I-Fan Chen, Kai-Wen Hu, Hung-Yen Shen, You-Jia Chen, Dian-Xiu Yang

J. Univers. Comput. Sci., 2009

An intelligent infotainment dissemination scheme for heterogeneous vehicular networks.

Chenn-Jung Huang, You-Jia Chen, I-Fan Chen, Tsung-Hsien Wu

Expert Syst. Appl., 2009

QoS-aware roadside base station assisted routing in vehicular networks.

Chenn-Jung Huang, Yi-Ta Chuang, You-Jia Chen, Dian-Xiu Yang, I-Fan Chen

Eng. Appl. Artif. Intell., 2009

Articulatory feature asynchrony analysis and compensation in detection-based ASR.

I-Fan Chen, Hsin-Min Wang

Proceedings of the INTERSPEECH 2009, 2009

2008

A Mobility-Aware Link Enhancement Mechanism for Vehicular Ad Hoc Networks.

Chenn-Jung Huang, Yi-Ta Chuang, Dian-Xiu Yang, I-Fan Chen, You-Jia Chen, Kai-Wen Hu

EURASIP J. Wirel. Commun. Netw., 2008

A Location-Aware Resource Management Scheme for Ubiquitous Wireless Networks.

Chenn-Jung Huang, Hong-Xin Chen, I-Fan Chen, Kai-Wen Hu

Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), 2008

An Investigation of Phonological Feature Systems Used in Detection-Based ASR.

I-Fan Chen, Hsin-Min Wang

Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

A Clustering Head Selection Algorithm for Underwater Sensor Networks.

Chenn-Jung Huang, You-Jia Chen, I-Fan Chen, Kai-Wen Hu, Jia-Jian Liao, Dian-Xiu Yang

Proceedings of the Second International Conference on Future Generation Communication and Networking, 2008

2006

A new framework for system combination based on integrated hypothesis space.

I-Fan Chen, Lin-Shan Lee

Proceedings of the INTERSPEECH 2006, 2006

Using File Grouping to Improve the Disk Performance (Extended Abstract).

Tsozen Yeh, Joseph Arul, Jia-Shian Wu, I-Fan Chen, Kuo-Hsin Tan

Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006

Improving the System Performance by a Dynamic File Prediction Model.

Tsozen Yeh, Joseph Arul, Kuo-Hsin Tien, I-Fan Chen, Jia-Shian Wu

Proceedings of the 2006 International Conference on Computer Design & Conference on Computing in Nanotechnology, 2006