Simulation of plucked string vibration
Implemented the digital waveguide solution of plucked string vibration in MATLAB, altered parameters of string length, plucking height, sound pick up place. A two second long wav and dynamic plot was generated. Gave a presentation as the final project of mechanical vibration class.
ME515 final project report.pdf
Adobe Acrobat document [831.6 KB]
Simulation of SAGE JAM concert hall
Tool: COMSOL acoustic pressure package
Simulated the acoustic space and speakers of a concert hall in Boston University with COMSOL acoustic package. The distribution of acoustic energy throughout the whole space and certain range of frequency is analyzed, and the eigenfrequency of the room is calculated, thus offering potential improvement on the design of concert hall and locations of speakers.
Intelligent system to translate human voice into music
Tools: Java abc4j notation package, Jfugue, Jsound library, Java GUI, multi-thread programming
Based real time frequency analysis and amplitude tracking,I designed pitch approximation, rhythm approximation algorithm to export melody notation of singing voice. Non-musicians could use this program to write music by singing to the computer. Full documentation
Modified Hidden Markov Model chord progression
Tools: java, jfugue library
Implemented a self-modified Hidden Markov Model in java in the way that given a piece of melody, it’s able to firstly give a possible chord progression based on its own data base(manually typed txt files of existing music), then the user would be asked whether he/she is satisfied with each chord. Each time the user selects an unsatisfied chord, the program would take this into account and modify HMM model by strengthening the user’s choice chain in HMM network, re-evaluate the whole network and give a new chord progression, until the user is satisfied. In this way, the user could get reasonable chord progression usually within 3 times unsatisfactory selections. Full documentation
New music interface design with arduino board
Tools: Pure Data, java, Arduino board, beagle board and 4 FSR sensors
Using 4 FSR sensors as both buttons and handles with tempo segmentation algorithm and prefixed MIDI melody notes text files generated by a java program written by myself, which can read any midi file and output the MIDI melody notes in specified format to be read by Pure Data. The user can press the FSR sensors in his/her own preferred strength(controlling volume and rhythm) to play the melody in text files.
Music perception research on non-musicians
Human Singing proficiency research for new music interface design
Under the supervision of Prof Takako Fujioka, I conducted music perception research focused on singing proficiency among non-musicians. The purpose is to understand how human music perception research could provide insight on designing intuitive music interface for non-musicians. A scholar research paper was written for this research. Below is the PDF of the paper I wrote.
Singing proficiency research for new mus[...]
Adobe Acrobat document [79.4 KB]
Music interface projects
Voice-controlled music controller
Tools: Supercollider, a standard midi keyboard controller
Using pitch follower and amplitude follower to catch the two parameters of human voice input in real time and then using the two parameters to synthesize sound, enabling people to express their music ideas from voice instead of writing down notations, which requires ear training. And use a keyboard to trigger different timbre of synthesized sound and control volume.
Guitar chord controller for non-musicians
Tools: Pure Data, java, Arduino board, beagle board, 5 FSR sensors and 1 position sensor.
With 4 fixed-pitch virtual guitar sound signal input and real time pitch shifting object, built a virtual guitar that enables the user to control the volume, rhythm and pattern of prefixed chord progression. By pressing 4 FSR sensors(controlling 4 notes of a chord) with right hand fingers on user’s preferred position of position sensor(position controlling volume of each note of this chord), and by pressing 1 FSR sensor with left hand finger, the user can control when to go to the next chord to pitch shift the 4 right hand FSR sensors to control next chord’s 4 notes, thus controlling the rhythm.
Audio DSP tutorial
An audio DSP tutorial: Understanding convolution for digital filters
A 13-page tutorial was written trying to explain the fundamental and application of convolution assuming the reader has no prior experience of advanced level mathematics. Further writing on reverberation is in progress. Below is the tutorial I wrote.
Precision electro-mechanical design
Automatic guitar body production machine
This is a whole semester's group work for mechanical engineering design class. We designed, calculated and drew detailed machine to cut 20 blank board into 20 guitar body totally in automatic procedure, and financial justification, materials, presentation was done at the end of semester. Below is the PPT presentation file for this project.
Guitar production final presentation.pdf
Adobe Acrobat document [35.3 MB]
Other fun engineering projects
Intelligent game player-“Connect 4” gamer and “Color ball” gamer
Tools: java python
Designed two evaluation functions for two games, implemented alpha-beta algorithm to play with human and play with another computer.Full documentation
Neural network training
Designed the scale of a neural network and implemented back propagation algorithm, trained the network with hundreds of data samples and then use the network to make new decisions based on new incomplete data. Full documentation
Natural language grammar analyzer
Implemented hidden markov model to analyze simple English phrases and categorize among subject, object, predicate. Further improvement and designs are discussed.Full documentation
Computer graphics and physical simulation
Threebody in universe simulation
Inspired by the famous Chinese science fiction "Threebody", I created 3 planet objects in the java based graphic programming language-Processing by implementing the gravity in universe with Newton's second law, mass, diameter, initial speed, positions of planets, etc.
Cell image analysis
It's the final project for matlab class. A software is written in order to automatically distinguish pairs of the microscope pictures of cells in large quantity, including fluorescing rhodamine phalloidin (RP) bound to actin (a cytoskeleton protein) and fluorescing 4',6-diamidino-2-phenylindole (DAPI) bound to cell nuclei. Full documentation
Smart Guitar patent-A guitar design for NON-Musicians
A traditional guitar (both acoustic and electronic) requires very complex left hand technique for countless hand positions for chords and strength to press strings firmly and stretch fingers. Many people give up guitar learning very soon because it hurts their fingers, especially for girls when it comes to F chord, which requires one finger to press all six strings together, and repeated practice tend to be boring. While music is fun, to play music becomes much harder and not accessible for non-professionals. There might be interesting music idea inside non-guitarist's mind, but it just can not be expressed, because he or she doesn't have strong muscle or good memory of hand position. This is not fair. Full documentation
Water oscillation pipe organ project
Inspired by my Air Conditioning Design Engineering background, I measured and cut 8 plastic pipes in certain length and attach them right on the side surface of a water bucket, with one end of pipe closed by water surface. I made a hole on the back a coke cola bottle, fill it with water and put it right on top of the other end of pipes, With water crushing the water surface in the other end of each pipe, different length pipes would generate different pitch. In this case, it generates an octave scale with water flowing sound. And with slightly vibrating the depth of pipes into water, vibrato effect could be generated.