I received my B.S.
degree from Department of Electronic Engineering, Tsinghua Unvierstiy,
Beijing, P.R. China in 2008. Currently, I'm a Ph.D candidate
in Prof. Abeer Alwan's speech lab.
My research area includes: speech production system modeling, voice
source estimation, voice quality analysis, signal processing for
clinical assessment, speech recognition, and speech activity detection.
Current research projects includes modeling the
glottal sources signal, synthesizing natural voices using the glottal
model, and perceptual validation.
Chen, Jody Kreiman, Abeer Alwan, "The glottaltopogram: a method
analyzing high-speed images of the vocal folds", Computer Speech
and Language, accepted.
Kreiman, Bruce Gerratt, Juergen Neubauer, Yen-Liang
Shue, and Abeer Alwan, "Development
of a glottal
that integrates glottal gap size and open quotient," Journal of the
Acoustical Society of America, Vol. 133, Issue 3, March 2013, pp.
to the journal article]
Markus Iseli, Bruce R. Gerratt, Juergen Neubauer, and
Abeer Alwan, "Variability
in the relationships among voice quality, harmonic amplitudes, open
quotient, and glottal area waveform shape in sustained phonation,"
Journal of the Acoustical Society of America, Volume 132, Issue 4, pp.
2625-2632 (2012). [link
to the journal article]
Chen, M. Garellek, J. Kreiman, B. R. Gerratt, A. Alwan, "A
perceptually and physiologically motivated voice source model",
Interspeech 2013, pp. 2001-2005. [Best student paper award finalist]
and audio samples]
Chen, R. A. Samlan, J. Kreiman, A. Alwan, "Investigating
the relationship between glottal area waveform shape and harmonic
magnitudes through computational modeling and laryngeal high-speed
videoendoscopy", Interspeech 2013, pp. 3216-3220. [poster]
Jody Kreiman, Marc
Garellek, Gang Chen, Abeer Alwan, and Bruce R.Gerratt,
evaluation of source models," International Conference on Voice
Physiology and Biomechanics, 2012
G. Chen, Y.-L. Shue, J. Kreiman,
the voice source in noise",
G. Chen, J. Kreiman, and A.
Glottaltopograph: A Method of Analyzing High-Speed Images of the Vocal
Folds", ICASSP 2012, pp.
G. Chen, J. Kreiman, Yen-Liang
A. Alwan, "Acoustic
Correlates of Glottal Gaps,"
Interspeech 2011, pp 2673-2676
Y.-L. Shue, G. Chen, and A.
the Interdependencies between Voice Quality, Glottal Gaps, and
Voice-Source related Acoustic Measures,"
Interspeech 2010, pp. 34-37.
G. Chen, X. Feng, Y.-L. Shue, and
Using Voice Source Measures in Automatic Gender Classification of
Children's Speech," Interspeech 2010,
Speech Processing and Audio Perception
Lab, UCLA 09/2008
Research Assistant, Advisor: Prof. Abeer Alwan
- Applied voice source
measures in automatic gender classification on children's voice.
Implemented SVM classifier based on fundamental frequency and formant
frequencies with additional voice source related features.
Classification accuracies were improved by 4.4% on average for all age
groups (age 8- age 17).
- Analyzed high-speed image
data of the vocal folds from various voice qualities. Proposed a new
voice source signal model of human speech production system. Applied
the proposed voice source signal model to automatic voice source
estimation from the acoustic speech signal in noise. The proposed
method outperformed state-of-the-art source estimation algorithms.
- Developed a statistical
method ''glottaltopograph'' to automatically visualize and analyze
high-speed vocal-fold video recording. The proposed method could
automatically locate the problematic region of the laryngeal area for
San Diego, CA.
Jun 2013-Sep 2013
Interim Engineering Intern
-Audio systems design and implementation.
• Signal processing group, Starkey Lab, Eden
Jun 2012-Sep 2012
Summer intern, Mentor: Dr.Ivo Merks
-Speech dereverberation for hearing aid applications. Applied a
statistical room acoustic model to estimate the reverberation time.
Estimated the late reflections and removed them via spectral
subtraction to enhance the speech signal. The proposed algorithm is
able to reliably estimate the reverberation time in noise with a low
complexity for hearing aid devices.
• Speech group, Disney Research,
Pittsburgh, PA. Jun 2011-Sep 2011
Summer intern, Mentors:
Dr.Kenichi Kumatani and Dr. John McDonough
-Developed algorithms for multiple-speaker voice activity detection in
Python and C++. Implemented this front-end processing in a speech
recognition system of an interactive game for multiple children. This
is a prototype developed for Disneyland theme parks.
• Hardware group, 3M Cogent,
Pasadena, CA. Jul
Summer intern, Mentor: Dr. Charley Lu
algorithms for fingerprint capturing and enhancement on WinCE/Window
Mobile platforms. Designed GUI for mobile device.
-Applied noise reduction on front-end of Speaker
Identification project in mobile device. Detected and updated noise
spectrum in real time. Designed filter banks and applied spectral
subtraction to enhance the speech.
• EMC Beijing/
Jul 2007- Sep2007
-Performed database management (MySql) in projects
with City University of Hong Kong