Xue Feng - MIT

Xue Feng

Ph.D

Spoken Language Systems Group

Computer Science and Artificial Intelligence Laboratory

Massachusetts Institute of Technology

Office: 32-G436
Email: xfeng at mit.edu

Note:

I have graduated from MIT with a doctoral degree in EECS in 2017. This website will be updated infrequently.

Research Interests

Deep learning for robust speech recognition
Speech denoising

Generally speaking, the intersection between machine learning and signal processing.

Publications

Google Scholar

Xue Feng, Brigitte Richardson, Scott Amman, and James Glass, An Environmental Feature Representation for Robust Speech Recognition and for Environment Identification, INTERSPEECH 2017.
Xue Feng, Brigitte Richardson, Scott Amman, and James Glass, On Using Heterogeneous Data for Vehicle-Based Speech Recognition: A DNN-Based Approach, ICASSP 2015.
Xue Feng, Kenichi Kumatani, and John McDonough, The CMU-MIT Reverb Challenge 2014 System: Description and Results, REVERB Workshop 2014.
Xue Feng, Yaodong Zhang, and James Glass, Speech Feature Denoising and Dereverberation via Deep Autoencoders for Noisy Reverberant Speech Recognition, ICASSP 2014.
Xue Feng, Sparse Equalizer Filter Design for Multi-path Channels, Master Thesis, MIT, 2012.
Ang Feng, Qinye Yin, and Xue Feng, Multiple-Input Multiple-Output Overlap-Save Frequency-Domain Decision-Feedback Equalization for Single-Carrier Systems in Time-Varying Environments, IEICE Trans. on Communications 2010.
Gang Chen, Xue Feng, Yen-Liang Shue, and Abeer Alwan, On Using Voice Source Measures in Automatic Gender Classification of Children's Speech, INTERSPEECH 2010.
Weile Zhang, Qinye Yin, Xue Feng, and Wenjie Wang, Distributed TDoA Estimation for Wireless Sensor Networks Based on Frequency-Hopping in Multipath Environment, VTC 2010 Spring.

Teaching

MIT 6.345: Discrete-Time Signal Processing, Fall 2011. Recitation Instructor
MIT 6.02: Introduction to EECS II, Fall 2013. Python Instructor

Technical Reviewer

IEEE Transactions on Audio, Speech and Language Processing 2015
IEEE Transactions on Cybernetics 2016