RESEARCH
National Science Foundation (NSF) Graduate Research Fellowship
Recipient
(NSF fellowship category: Computer & Information Sciences & Engineering
(Artificial Intelligence), secondary field in music composition)
My research goal is to use artificial intelligence to create computational
models that further our understanding in music knowledge, in order to invent and
mediate new modes of interaction between human, music and culture.
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2nd year graduate student,
Research Assistant advisor: Professor Barry Vercoe @ Music, Mind and Machine group at the MIT Media Laboratory |
B.S. Computer
Science, B.M. Music Composition advisor: Professor Elaine Chew @ Music Computation and Cognition Lab at the Integrated Media Systems Center of USC Viterbi School of Engineering |
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Melodic Fusion: Towards
Cross-Cultural Transformation Soundscapes Cross-Cultural Sound Transformation Spatial Music Conductor Nightmarket Workshops |
Palestrina Pal: A Grammar Checker for
Music Compositions in the Style of Palestrina (trial applet available) Atonal Chord Transitor |
Melodic Fusion:
Toward Cross-Cultural Music Transformation
Cross-Cultural Theme and Variation
Personal
Motivation:
I believe we can augment our musical
expression and communicate with a broader audience by breaking cultural
boundaries through the fusion of musical characteristics from different
musical traditions. I was the Principal of the Zheng (Chinese Zither)
section in the Chinese Orchestra of my high school in Hong Kong, and later
received formal western musical training at the USC Thornton School of
Music, specializing in music composition. I became sensitive to how
different cultures choose to build their music expressions, and how
cross-cultural exchange can lead audiences into new realms of affect and
meaning. This inspired me to explore in my master's thesis the musical
grammars unique to each cultures and how these musical grammars may
transcend stylistic boundaries to augment our musical expression. As many
cultural heritages are disappearing as rapidly as the tropical forest, I
believe we can reconnect and revitalize these traditions by learning to
include them as part of our expressive palate when composing and
performing. Not only will this enrich our musical imagination, but also
deepen our understanding towards our own cultural roots.
Goal:
To
learn what defines the melodic characteristics of a particular culture. I
strive to automate melodic reductions in the context of a culture’s modal
system in order to find the deep structure for recasting melodies between
cultures. By rapidly prototyping transformations, the system can provide
melodic materials interactively for composers to use in writing
cross-cultural theme and variations. In practice, I propose to transform
melodies across cultures by mapping their modal systems. The modal system of
each culture is learned by searching for repeated patterns in melodies to
identify the arrangement of intervals on the scale, the predominance of
certain scale degrees, the melodic processes and the cadence formulae. These
learned patterns can help induce the functional hierarchy of principal scale
degrees and the usage of ornamental scale degrees. I intend to map the
modal systems by finding parallel structures between the cultures. The
musical structure of a melody can be seen as multiple levels of abstraction,
consisting of embellishments, motif, contour, phrase and form, all
functioning in the context of the modal system. Melodies can be transformed
at any of these levels by adjusting their modal qualities. I plan to derive
a systematic compositional approach to cross-cultural melodic writing. I
hope such a model can motivate composers to see the inclusion of cultural
musical features as an accessible way to expand their ranges of
expressions. My master’s thesis is informed by two other projects,
Soundscapes and
Cross-Cultural Sound Transformation.
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Soundscapes is a map-like interface made with PyGTK, powered by the real-time sound synthesis engine CsoundXO on the One Laptop per Child (OLPC), for exploring world music. Children can move their pointers across cultural boundaries to hear tunes transformed onto the instruments, tuning, and scales of different traditions. |
Cross-Cultural Sound Transformation explores the morphing of sounds, and the creation of new sounds by mixing timbral colors, as a metaphor to painters mixing basic colors to find their unique color. Sound transformation is achieved by interpolating the amplitude envelope of salient frequencies in an ethnic instruments’ spectrum to find just the right shade of oriental flavour.
Spatial Music Conductor
In additional to new modes of interaction in composition, I recently
invented “Spatial Music Conductor” to enable new modes of interaction in
performance.
My wearable capacitive sensing interface allows conductors to use arm
gestures to control the spatiality of sound in performance.
In a surround-speaker environment, we empower conductors with the ability
to manipulate dynamically the spatial dimension of music, such as from macro- to
micro-levels, center of gravity of the overall sound texture, spatial placement
of instruments, movement of a musical gesture, and shaping of individual sounds
evolving through space.
Moreover, we turn the intangible sound waves into a tangible-like medium
that could be “pulled and pushed” by physical gestures.
Furthermore, this project explores the relationship between sound
perception, space and movement in the intertwined act of performance and
composition. When I compose, I often find myself imagining the physicality of
how the instruments perform in real-time. And in live performances, as apart
from listening to recordings, I believe that audiences are also used to
correlating the sounds that they hear to the instrumental actions that they see
on stage. Audiences often find the music more difficult to comprehend when such
a relationship is lost. “Spatial Music Conductor” seeks to reestablish this link
in spatial music by having a conductor onstage using arm gestures to
interactively control the spatial arrangements of sounds. This provides a more
intuitive visual-aural reinforcement to help audiences follow the narration
presented in the spatial dimension. “Spatial Music Conductor” maps the dimension
vertical to one’s body to the space enclosed by the surround-sound speakers. It
can be seen as a natural extension from the conducting tradition, since
traditionally to conduct the brass or percussion section, or even a choir
standing behind the entire orchestra, conductors reach out by conducting further
away from their bodies and higher up in the air. “Spatial Music Conductor”
enables performers to transform traditional pieces and elaborate electronic
pieces by interactively manipulating the spatial parameters such as the center
of gravity of the overall texture, the spatial placement of instruments, and the
shaping of individual sounds moving through space. This allows us to turn
intangible sounds into "tangible" objects that can be pushed and pulled by
physical gestures.
Nightmarket
Workshop
Initiated and organized by media-lab student
Jackie Lee, the Nightmarket
workshop is held annually in Taiwan by a group of MIT students. We aim
to explore participatory modes of cross-disciplinary collaboration in the
creative process of designing and implementing interactive art installations to
order to address local sociocultural phenomena. The methodological contributions
of this workshop are being disseminated to an international audience through our
joint publications at the 2008 Computer/Human Interaction (CHI) conference in
Florence, Italy.
Nightmarket Workshop 2007
(Taiwan Workshop):
Lee, C.H., Chao, Y.H., Shen, E.Y., Huang,
C.Z.A., Li, W.H., Jahn, M. (2008). Nightmarket Workshops: Art & Science in
Action. In Design Theater section of Computer/Human Interaction (CHI), Italy. (to
appear)
Palestrina Pal: A Grammar Check for Music Compositions in the Style of
Palestrina
A GUIDO, JAVA-based computer-assisted composition (CAC) tool with a
graphical user interface for interactive composing. The system automatically
checks for Palestrina style rules interactively to allow composers focus on
higher-level aesthetic issues.
Huang, C. Z. A. & Chew, E. (2005). Palestrina Pal: A Grammar Checker for Music
Compositions in the Style of Palestrina. In Proceedings of International
Conference of Understanding and Creating Music Conference, Italy. (pdf)
Huang, C. Z. A. & Chew, E. (2005, 2004, 2003). Palestrina Pal: A Grammar Checker
for Music Compositions in the Style of Palestrina. In the IMSC Year 9, 8, 7 NSF
Annual Tech Report.
Atonal Chord Transistor
An experimental CAC tool for creating general chord transitions for
non-tonal music. The idea behind ACT is to generate atonal musical transitions
that build tension and relaxation by controlling the degree of vertical
dissonances and linear disjunctness when given a starting point, a goal, and a
user-synthesized scale. It is designed to explore the possibilities of a pitch
space and provide inspiration for compositional material, rather than rule-based
guidance. My recent composition, titled “a5”, for oboe, horn, tuba, marimba and
viola has benefited from the chords generated by ACT by exploring their usages
as local chord progressions and macroscopically re-voiced as arrival points that
structure the piece. The system currently fills in the gap between the starting
and ending chord by generating “3-voiced closed position” atonal chords. The
transitions are generated by following linear trajectories, utilizing the A*
search algorithm with high penalties to chords that bare tonal implications.
Future improvements include to enable variable number of "voices" in
chords, to allow wider ranges, to include user-tunable degree of dissonance and
degree of linear tendency, and to correct pitch spellings.
http://www-scf.usc.edu/~ise575/a/projects/huang/
Interactive
Web-based Chinese Poem Composer
A web-based
application that automatically checks the user’s trial poem against the rules of
Tang poetry. If there are violations, the system provides suggestions in the
form of a collection of words that have similar meaning or type as the
violation.
Huang, C. S., Leung, M. W., Huang, C. Z. A. et al. (2001). Interactive Web-based Chinese Poem Composer. In Proceedings of the International Conference on Chinese Computing (ICCC), Singapore.