MétaCan
Menu
Back to cohort
Record W2902771247 · doi:10.1109/mspec.2018.8544978

Ardutouch: An Arduino-compatable synthesizer: Digital signal processing squeezed into an easy-to-build kit - [Resources_Hands on]

2018· article· en· W2902771247 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueIEEE Spectrum · 2018
Typearticle
Languageen
FieldEngineering
TopicExperimental Learning in Engineering
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsGadgetArduinoMicrocontrollerComputer scienceComputer hardwareLyricsPoint (geometry)Simple (philosophy)EngineeringElectrical engineeringMultimediaEmbedded systemArt

Abstract

fetched live from OpenAlex

As a kid with a lust for music, I was rocked by the Moog synthesizer sounds of 1968's Switched-On Bach. I needed to learn how to make those sounds! Thus began a lifetime of learning and synthesizer making while I made my way in the tech industry, where I ultimately created the TV-B-Gone, a gadget that lets you turn off almost any model of remote-controlled television. Since the popular success of the TV-B-Gone, I've created many fun, open-source, hackable hardware kits for the maker workshops I give around the world. In these workshops, newbies learn to solder, tinkering their way into electronics and microcontrollers. Remembering my own youth, I wanted to provide them with a kit that was simple to assemble and use but still a fully fledged music synthesizer. • The result was the US $30 ArduTouch. This project incorporates, on a single board, a touch keyboard, an ATMega328P (the same processor used in the Arduino Uno), and an audio amp with a speaker. It also has a software library that can serve as an entry point into the world of digital signal processing. • The biggest challenge in designing the board was the ATMega328P's limited number of input/output (I/O) pins. I used 12 I/O pins for the synthesizer's touch keyboard to provide a complete chromatic musical scale. The keyboard is laid out like an old Stylophone—one of my favorite analog synthesizers from the late 1960s—and senses touch capacitively. Two more I/O pins are used for outputting stereo sound, and two pins are used for serial communications (the ArduTouch can be programmed with the standard Arduino development environment, although you'll need an FTDI cable to connect it to a host computer). The remaining I/O pins are just enough for two buttons and two potentiometers that control the synthesizer. • So that builders can get audible results immediately after soldering their kit together, I put an LM386 amplifier chip and speaker on the board. (The amp is bypassed when you plug into the audio output jack.) Digital-to-analog converter chips are expensive, so I used pulse-width modulation (PWM) to encode the stereo audio channels coming out of the ATMega328P. A low-pass filter for each channel, made up of one resistor and one capacitor apiece, converts the PWM signal into audio.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.119
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.233
Teacher spread0.224 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it