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2020 – today
- 2024
[j8]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): 8843-8865 (2024)- [c34]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: 10816-10820 - 2023
- [c33]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: 1-8 - [c32]Anirudh S. Sundar, Gokce Keskin, Chander Chandak, I-Fan Chen, Pegah Ghahremani, Shalini Ghosh:
Prune Then Distill: Dataset Distillation with Importance Sampling. ICASSP 2023: 1-5 - [i8]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 abs/2309.15223 (2023) - 2022
- [c31]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: 1268-1272 - [c30]Ting-Wei Wu, I-Fan Chen, Ankur Gandhe:
Learning to rank with BERT-based confidence models in ASR rescoring. INTERSPEECH 2022: 1651-1655 - [c29]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: 1074-1080 - [i7]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 abs/2207.11345 (2022) - [i6]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 abs/2210.05614 (2022) - 2021
- [i5]I-Fan Chen, Brian King, Jasha Droppo:
Investigation of Training Label Error Impact on RNN-T. CoRR abs/2112.00350 (2021) - 2020
- [i4]Yang Chen, Weiran Wang, I-Fan Chen, Chao Wang:
Data Techniques For Online End-to-end Speech Recognition. CoRR abs/2001.09221 (2020) - [i3]Maarten Van Segbroeck, Sri Harish Mallidi, Brian John King, I-Fan Chen, Gurpreet Chadha, Roland Maas:
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition. CoRR abs/2007.00131 (2020)
2010 – 2019
- 2019
- [c28]Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister:
End-to-end Anchored Speech Recognition. ICASSP 2019: 7090-7094 - [c27]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: 1626-1630 - [i2]Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister:
End-to-end Anchored Speech Recognition. CoRR abs/1902.02383 (2019) - 2017
- [c26]Brian John 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: 2471-2475 - 2016
- [b1]I-Fan Chen:
Resource-dependent acoustic and language modeling for spoken keyword search. Georgia Institute of Technology, Atlanta, GA, USA, 2016 - [j7]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): 197-206 (2016) - [c25]Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee:
Towards a direct Bayesian adaptation framework for deep models. APSIPA 2016: 1-4 - [c24]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: 6040-6044 - 2015
- [c23]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: 5196-5200 - [c22]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: 5366-5370 - [c21]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: 1076-1080 - [c20]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: 3625-3629 - [c19]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: 3655-3659 - [i1]Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee:
Maximum a Posteriori Adaptation of Network Parameters in Deep Models. CoRR abs/1503.02108 (2015) - 2014
- [c18]I-Fan Chen, Sabato Marco Siniscalchi, Chin-Hui Lee:
Attribute based lattice rescoring in spontaneous speech recognition. ICASSP 2014: 3325-3329 - [c17]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: 2779-2783 - [c16]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: 2992-2996 - [c15]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: 192-196 - [c14]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: 430-435 - 2013
- [c13]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: 1-10 - [c12]I-Fan Chen, Chin-Hui Lee:
A hybrid HMM/DNN approach to keyword spotting of short words. INTERSPEECH 2013: 1574-1578 - [c11]I-Fan Chen, Chin-Hui Lee:
A resource-dependent approach to word modeling for keyword spotting. INTERSPEECH 2013: 2544-2548 - 2012
- [c10]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: 1788-1791 - 2011
- [j6]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): 91-99 (2011) - 2010
- [j5]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): 1134-1142 (2010) - [c9]I-Fan Chen, Shih-Sian Cheng, Hsin-Min Wang:
Phonetic subspace mixture model for speaker diarization. INTERSPEECH 2010: 2298-2301 - [c8]Shih-Sian Cheng, I-Fan Chen, Hsin-Min Wang:
Bayesian speaker recognition using Gaussian mixture model and laplace approximation. INTERSPEECH 2010: 2730-2733
2000 – 2009
- 2009
- [j4]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): 1292-1301 (2009) - [j3]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): 12472-12479 (2009) - [j2]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): 2506-2527 (2009) - [c7]I-Fan Chen, Hsin-Min Wang:
Articulatory feature asynchrony analysis and compensation in detection-based ASR. INTERSPEECH 2009: 3059-3062 - 2008
- [j1]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) - [c6]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: 21-24 - [c5]I-Fan Chen, Hsin-Min Wang:
An Investigation of Phonological Feature Systems Used in Detection-Based ASR. ISCSLP 2008: 105-108 - [c4]Chenn-Jung Huang, Hong-Xin Chen, I-Fan Chen, Kai-Wen Hu:
A Location-Aware Resource Management Scheme for Ubiquitous Wireless Networks. MUE 2008: 310-315 - 2006
- [c3]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: 182-188 - [c2]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: 365-366 - [c1]I-Fan Chen, Lin-Shan Lee:
A new framework for system combination based on integrated hypothesis space. INTERSPEECH 2006
Coauthor Index
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