Lei Chen

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 12

Top Topics

Multimodal Fusion

Spontaneous Speech

Top Venues

Publications

Chee Wee Leong, Lei Liu, Rutuja Ubale, Lei Chen
Toward large-scale automated scoring of scientific visual models. L@S (2018)
Lei Chen, Jidong Tao, Shabnam Ghaffarzadegan, Yao Qian
End-to-End Neural Network Based Automated Speech Scoring. ICASSP (2018)
Lei Chen, Chong Min Lee
Predicting Audience's Laughter During Presentations Using Convolutional Neural Network. BEA@EMNLP (2017)
Lei Chen, Chong Min Lee
Convolutional Neural Network for Humor Recognition. CoRR (2017)
Lei Chen, Ru Zhao, Chee Wee Leong, Blair Lehman, Gary Feng, Mohammed (Ehsan) Hoque
Automated video interview judgment on a large-sized corpus collected online. ACII (2017)
Lei Chen, Franklin Zaromb, Zhitong Yang, Chee Wee Leong, Michelle P. Martin-Raugh
Can a machine pass a situational judgment test measuring personality perception? ACII Workshops (2017)
Lei Chen, Gary Feng, Chee Wee Leong, Jilliam Joe, Christopher Kitchen, Chong Min Lee
Designing An Automated Assessment of Public Speaking Skills Using Multimodal Cues. J. Learn. Anal. 3 (2) (2016)
Jidong Tao, Shabnam Ghaffarzadegan, Lei Chen, Klaus Zechner
Exploring deep learning architectures for automatically grading non-native spontaneous speech. ICASSP (2016)
Jidong Tao, Lei Chen, Chong Min Lee
DNN Online with iVectors Acoustic Modeling and Doc2Vec Distributed Representations for Improving Automated Speech Scoring. INTERSPEECH (2016)
Lei Chen, Gary Feng, Michelle P. Martin-Raugh, Chee Wee Leong, Christopher Kitchen, Su-Youn Yoon, Blair Lehman, Harrison Kell, Chong Min Lee
Automatic Scoring of Monologue Video Interviews Using Multimodal Cues. INTERSPEECH (2016)
Lei Chen, Gary Feng, Chee Wee Leong, Blair Lehman, Michelle P. Martin-Raugh, Harrison Kell, Chong Min Lee, Su-Youn Yoon
Automated scoring of interview videos using Doc2Vec multimodal feature extraction paradigm. ICMI (2016)
Chong Min Lee, Su-Youn Yoon, Lei Chen
Can We Make Computers Laugh at Talks? PEOPLES@COLING (2016)
Chee Wee Leong, Lei Chen, Gary Feng, Chong Min Lee, Matthew Mulholland
Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits. ICMI (2015)
Zhou Yu, Vikram Ramanarayanan, David Suendermann-Oeft, Xinhao Wang, Klaus Zechner, Lei Chen, Jidong Tao, Aliaksei Ivanou, Yao Qian
Using bidirectional lstm recurrent neural networks to learn high-level abstractions of sequential features for automated scoring of non-native spontaneous speech. ASRU (2015)
Lei Chen, Chee Wee Leong, Gary Feng, Chong Min Lee, Swapna Somasundaran
Utilizing multimodal cues to automatically evaluate public speaking performance. ACII (2015)
Vikram Ramanarayanan, Chee Wee Leong, Lei Chen, Gary Feng, David Suendermann-Oeft
Evaluating Speech, Face, Emotion and Body Movement Time-series Features for Automated Multimodal Presentation Scoring. ICMI (2015)
Anastassia Loukina, Klaus Zechner, Lei Chen, Michael Heilman
Feature selection for automated speech scoring. BEA@NAACL-HLT (2015)
Khairun-nisa Hassanali, Su-Youn Yoon, Lei Chen
Automatic scoring of non-native children's spoken language proficiency. SLaTE (2015)
Vikram Ramanarayanan, Lei Chen, Chee Wee Leong, Gary Feng, David Suendermann-Oeft
An analysis of time-aggregated and time-series features for scoring different aspects of multimodal presentation data. INTERSPEECH (2015)
Lei Chen, Chee Wee Leong, Gary Feng, Chong Min Lee
Using Multimodal Cues to Analyze MLA'14 Oral Presentation Quality Corpus: Presentation Delivery and Slides Quality. MLA@ICMI (2014)
Anastassia Loukina, Klaus Zechner, Lei Chen
Automatic evaluation of spoken summaries: the case of language assessment. BEA@ACL (2014)
Derrick Higgins, Chris Brew, Michael Heilman, Ramon Ziai, Lei Chen, Aoife Cahill, Michael Flor, Nitin Madnani, Joel R. Tetreault, Daniel Blanchard, Diane Napolitano, Chong Min Lee, John Blackmore
Is getting the right answer just about choosing the right words? The role of syntactically-informed features in short answer scoring. CoRR (2014)
Lei Chen, Su-Youn Yoon, Chee Wee Leong, Michelle P. Martin-Raugh, Min Ma
An Initial Analysis of Structured Video Interviews by Using Multimodal Emotion Detection. ERM4HCI@ICMI (2014)
Klaus Zechner, Keelan Evanini, Su-Youn Yoon, Lawrence Davis, Xinhao Wang, Lei Chen, Chong Min Lee, Chee Wee Leong
Automated scoring of speaking items in an assessment for teachers of English as a Foreign Language. BEA@ACL (2014)
Lei Chen, Gary Feng, Jilliam Joe, Chee Wee Leong, Christopher Kitchen, Chong Min Lee
Towards Automated Assessment of Public Speaking Skills Using Multimodal Cues. ICMI (2014)
Wenting Xiong, Keelan Evanini, Klaus Zechner, Lei Chen
Automated content scoring of spoken responses containing multiple parts with factual information. SLaTE (2013)
Lei Chen, Su-Youn Yoon
Application of Structural Events Detected on ASR Outputs for Automated Speaking Assessment. INTERSPEECH (2012)
Lei Chen, Su-Youn Yoon
Detecting Structural Events for Assessing Non-Native Speech. BEA@ACL (2011)
Lei Chen, Mary P. Harper
Utilizing gestures to improve sentence boundary detection. Multim. Tools Appl. 51 (3) (2011)
Klaus Zechner, Xiaoming Xi, Lei Chen
Evaluating prosodic features for automated scoring of non-native read speech. ASRU (2011)
Lei Chen
Applying feature bagging for more accurate and robust automated speaking assessment. ASRU (2011)
Lei Chen, Klaus Zechner
Applying Rhythm Features to Automatically Assess Non-Native Speech. INTERSPEECH (2011)
Su-Youn Yoon, Lei Chen, Klaus Zechner
Predicting word accuracy for the automatic speech recognition of non-native speech. INTERSPEECH (2010)
Lei Chen, Keelan Evanini, Xie Sun
Assessment of non-native speech using vowel space characteristics. SLT (2010)
Lei Chen, Klaus Zechner, Xiaoming Xi
Improved pronunciation features for construct-driven assessment of non-native spontaneous speech. HLT-NAACL (2009)
Lei Chen, Mary P. Harper
Multimodal floor control shift detection. ICMI (2009)
Klaus Zechner, John Sabatini, Lei Chen
Automatic Scoring of Children's Read-Aloud Text Passages and Word Lists. BEA@NAACL (2009)
Lei Chen
Audio quality issue for automatic speech assessment. SLaTE (2009)
Lei Chen, Mary P. Harper, Zhongqiang Huang
Using maximum entropy (ME) model to incorporate gesture cues for SU detection. ICMI (2006)
Lei Chen, Mary P. Harper, Amy Franklin, R. Travis Rose, Irene Kimbara, Zhongqiang Huang, Francis K. H. Quek
A Multimodal Analysis of Floor Control in Meetings. MLMI (2006)
Zhongqiang Huang, Lei Chen, Mary P. Harper
An Open Source Prosodic Feature Extraction Tool. LREC (2006)
Lei Chen
Incorporating Gesture and Gaze into Multimodal Models of Human-to-Human Communication. HLT-NAACL (2006)
Lei Chen, R. Rose, Ying Qiao, Irene Kimbara, Fey Parrill, Haleema Welji, Tony X. Han, Jilin Tu, Zhongqiang Huang, Mary P. Harper, Francis K. H. Quek, Yingen Xiong, David McNeill, Ronald Tuttle, Thomas S. Huang
VACE Multimodal Meeting Corpus. MLMI (2005)
Lei Chen
Utilizing gestures to better understand dynamic structure of human communication. ICMI (2004)
Lei Chen, Yang Liu, Mary P. Harper, Eduardo Maia, Susan McRoy
Evaluating Factors Impacting the Accuracy of Forced Alignments in a Multimodal Corpus. LREC (2004)
Lei Chen, Mary P. Harper, Francis K. H. Quek
Gesture Patterns during Speech Repairs. ICMI (2002)
Francis K. H. Quek, Mary P. Harper, Yonca Haciahmetoglu, Lei Chen, Lorraine O. Ramig
Speech pauses and gestural holds in parkinson²s disease. INTERSPEECH (2002)
Francis K. H. Quek, Robert K. Bryll, Mary P. Harper, Lei Chen, Lorraine O. Ramig
Audio and Vision-Based Evaluation of Parkinson's Disease from Discourse Video. BIBE (2001)