I-Fan Chen

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Venues

INTERSPEECH

CoRR

ICASSP

SLT

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Hei-Chia Wang, Yu Hung Chiang, I-Fan Chen
A Method for Generating Course Test Questions Based on Natural Language Processing and Deep Learning. Educ. Inf. Technol. 29 (7) (2024)
Pin-Jui Ku, I-Fan Chen, Chao-Han Huck Yang, Anirudh Raju, Pranav Dheram, Pegah Ghahremani, Brian King, Jing Liu, Roger Ren, Phani Sankar Nidadavolu
Hot-Fixing Wake Word Recognition for End-to-End ASR Via Neural Model Reprogramming. ICASSP (2024)
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
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU (2023)
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
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR (2023)
Anirudh S. Sundar, Gokce Keskin, Chander Chandak, I-Fan Chen, Pegah Ghahremani, Shalini Ghosh
Prune Then Distill: Dataset Distillation with Importance Sampling. ICASSP (2023)
Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King, Katherine Powell, Melissa Saboowala, Karan Shetty, Andreas Stolcke
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities. INTERSPEECH (2022)
Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King, Katherine Powell, Melissa Saboowala, Karan Shetty, Andreas Stolcke
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities. CoRR (2022)
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition. CoRR (2022)
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition. SLT (2022)
Ting-Wei Wu, I-Fan Chen, Ankur Gandhe
Learning to rank with BERT-based confidence models in ASR rescoring. INTERSPEECH (2022)
I-Fan Chen, Brian King, Jasha Droppo
Investigation of Training Label Error Impact on RNN-T. CoRR (2021)
Maarten Van Segbroeck, Sri Harish Mallidi, Brian King, I-Fan Chen, Gurpreet Chadha, Roland Maas
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition. CoRR (2020)
Yang Chen, Weiran Wang, I-Fan Chen, Chao Wang
Data Techniques For Online End-to-end Speech Recognition. CoRR (2020)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. ICASSP (2019)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. CoRR (2019)
Pranav Ladkat, Oleg Rybakov, Radhika Arava, Sree Hari Krishnan Parthasarathi, I-Fan Chen, Nikko Strom
Two Tiered Distributed Training Algorithm for Acoustic Modeling. INTERSPEECH (2019)
Brian King, I-Fan Chen, Yonatan Vaizman, Yuzong Liu, Roland Maas, Sree Hari Krishnan Parthasarathi, Björn Hoffmeister
Robust Speech Recognition via Anchor Word Representations. INTERSPEECH (2017)
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
A Keyword-Aware Language Modeling Approach to Spoken Keyword Search. J. Signal Process. Syst. 82 (2) (2016)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee
Towards a direct Bayesian adaptation framework for deep models. APSIPA (2016)
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
Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. ICASSP (2016)
Tze Siong Lau, I-Fan Chen, Chin-Hui Lee
Tunable keyword-aware language modeling and context dependent fillers for LVCSR-based spoken keyword search. INTERSPEECH (2015)
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
Low-resource keyword search strategies for tamil. ICASSP (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee
Maximum a posteriori adaptation of network parameters in deep models. INTERSPEECH (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee
Maximum a Posteriori Adaptation of Network Parameters in Deep Models. CoRR (2015)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee
Rapid adaptation for deep neural networks through multi-task learning. INTERSPEECH (2015)
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
A keyword-aware grammar framework for LVCSR-based spoken keyword search. ICASSP (2015)
I-Fan Chen, Nancy F. Chen, Chin-Hui Lee
A keyword-boosted sMBR criterion to enhance keyword search performance in deep neural network based acoustic modeling. INTERSPEECH (2014)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee
Feature space maximum a posteriori linear regression for adaptation of deep neural networks. INTERSPEECH (2014)
Van Tung Pham, Nancy F. Chen, Sunil Sivadas, Haihua Xu, I-Fan Chen, Chongjia Ni, Engsiong Chng, Haizhou Li
System and keyword dependent fusion for spoken term detection. SLT (2014)
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search. ISCSLP (2014)
I-Fan Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
Attribute based lattice rescoring in spontaneous speech recognition. ICASSP (2014)
I-Fan Chen, Sabato Marco Siniscalchi, Seokyong Moon, Daejin Shin, Myoung-Wan Koo, Minhwa Chung, Chin-Hui Lee
An experimental study on structural-MAP approaches to implementing very large vocabulary speech recognition systems for real-world tasks. APSIPA (2013)
I-Fan Chen, Chin-Hui Lee
A resource-dependent approach to word modeling for keyword spotting. INTERSPEECH (2013)
I-Fan Chen, Chin-Hui Lee
A hybrid HMM/DNN approach to keyword spotting of short words. INTERSPEECH (2013)
I-Fan Chen, Chin-Hui Lee
A Study on Using Word-Level HMMs to Improve ASR Performance over State-of-the-Art Phone-Level Acoustic Modeling for LVCSR. INTERSPEECH (2012)
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
A self-healing clustering algorithm for underwater sensor networks. Clust. Comput. 14 (1) (2011)
Shih-Sian Cheng, I-Fan Chen, Hsin-Min Wang
Bayesian speaker recognition using Gaussian mixture model and laplace approximation. INTERSPEECH (2010)
Chenn-Jung Huang, Kai-Wen Hu, I-Fan Chen, You-Jia Chen, Hong-Xin Chen
An intelligent resource management scheme for heterogeneous WiFi and WiMAX multi-hop relay networks. Expert Syst. Appl. 37 (2) (2010)
I-Fan Chen, Shih-Sian Cheng, Hsin-Min Wang
Phonetic subspace mixture model for speaker diarization. INTERSPEECH (2010)
Chenn-Jung Huang, Yi-Ta Chuang, You-Jia Chen, Dian-Xiu Yang, I-Fan Chen
QoS-aware roadside base station assisted routing in vehicular networks. Eng. Appl. Artif. Intell. 22 (8) (2009)
Chenn-Jung Huang, You-Jia Chen, I-Fan Chen, Tsung-Hsien Wu
An intelligent infotainment dissemination scheme for heterogeneous vehicular networks. Expert Syst. Appl. 36 (10) (2009)
Chenn-Jung Huang, I-Fan Chen, Kai-Wen Hu, Hung-Yen Shen, You-Jia Chen, Dian-Xiu Yang
A Load Balancing and Congestion-Avoidance Routing Mechanism for Teal-Time Traffic over Vehicular Networks. J. Univers. Comput. Sci. 15 (13) (2009)
I-Fan Chen, Hsin-Min Wang
Articulatory feature asynchrony analysis and compensation in detection-based ASR. INTERSPEECH (2009)
Chenn-Jung Huang, Yi-Ta Chuang, Dian-Xiu Yang, I-Fan Chen, You-Jia Chen, Kai-Wen Hu
A Mobility-Aware Link Enhancement Mechanism for Vehicular Ad Hoc Networks. EURASIP J. Wirel. Commun. Netw. 2008 (2008)
Chenn-Jung Huang, Hong-Xin Chen, I-Fan Chen, Kai-Wen Hu
A Location-Aware Resource Management Scheme for Ubiquitous Wireless Networks. MUE (2008)
Chenn-Jung Huang, You-Jia Chen, I-Fan Chen, Kai-Wen Hu, Jia-Jian Liao, Dian-Xiu Yang
A Clustering Head Selection Algorithm for Underwater Sensor Networks. FGCN (1) (2008)
I-Fan Chen, Hsin-Min Wang
An Investigation of Phonological Feature Systems Used in Detection-Based ASR. ISCSLP (2008)
I-Fan Chen, Lin-Shan Lee
A new framework for system combination based on integrated hypothesis space. INTERSPEECH (2006)
Tsozen Yeh, Joseph Arul, Jia-Shian Wu, I-Fan Chen, Kuo-Hsin Tan
Using File Grouping to Improve the Disk Performance (Extended Abstract). HPDC (2006)
Tsozen Yeh, Joseph Arul, Kuo-Hsin Tien, I-Fan Chen, Jia-Shian Wu
Improving the System Performance by a Dynamic File Prediction Model. CDES (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

I-Fan Chen