Research proposal – Hip-Hop Pedagogy

Final paper for Principles of Empirical Research with Catherine Voulgarides

Research questions

Jamie Ehrenfeld is a colleague of mine in the NYU Music Experience Design Lab. She graduated from NYU’s music education program, and now teaches music at Eagle Academy in Brownsville. Like many members of the lab, she straddles musical worlds, bringing her training in classical voice to her work mentoring rappers and R&B singers. We often talk about our own music learning experiences. In one such discussion, Jamie remarked: “I got a music degree without ever writing a song” (personal communication, April 29 2017). Across her secondary and undergraduate training, she had no opportunity to engage with the creative processes behind popular music. Her experience is hardly unusual. There is a wide and growing divide behind the culture of school music and the culture of music generally. Music educators are steeped in the habitus of classical music, at a time when our culture is increasingly defined by the music of the African diaspora: hip-hop, R&B, electronic dance music, and rock.  Continue reading

Designing a more welcoming aQWERTYon experience

This post documents my final project for User Experience Design with June Ahn

The best aQWERTYon screencap

Overview of the problem

The aQWERTYon is a web-based music performance and theory learning interface designed by the NYU Music Experience Design Lab. The name is a play on “QWERTY accordion.” The aQWERTYon invites novices to improvise and compose using a variety of scales and chords normally available only to advanced musicians. Notes map onto the computer keyboard such that the rows play scales and the columns play chords. The user can not play any wrong notes, which encourages free and playful exploration. The aQWERTYon has a variety of instrument sounds to choose from, and it can also act as a standard MIDI controller for digital audio workstations (DAWs) like GarageBand, Logic, and Ableton Live. As of this writing, there have been aQWERTYon 32,000 sessions.

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The Groove Pizza now exports MIDI

Since its launch, you’ve been able to export your Groove Pizza beats as WAV files, or continue working on them in Soundtrap. But now, thanks to MusEDLab developer Jordana Bombi, you can also save your beats as MIDI files as well.

Groove Pizza MIDI export

You can bring these MIDI files into your music production software tool of choice: Ableton Live, Logic, Pro Tools, whatever. How cool is that?

There are a few limitations at the moment: your beats will be rendered in 4/4 time, regardless of how many slices your pizza has. You can always set the right time signature after you bring the MIDI into your production software. Also, your grooves will export with no swing–you’ll need to reinstate that in your software as well.

We have some more enhancements in the pipeline, aside from fixing the limitations just mentioned. We’re working on a “continue in Noteflight” feature, real-time MIDI input and output, and live performance using the QWERTY keyboard. I’ll keep you posted.

Testing the effects of game music on cognition

For Jan Plass‘ class on research in games for learning, I’m working on an experiment testing the effects of game soundtracks on cognitive performance. The game in question is All You Can ET, developed by the NYU CREATE Lab.


Here’s the music:

You’re hearing four versions of the basic 32-bar loop: fast major, fast minor, slow major, and slow minor. We’ll be playtesting each of these versions to see how (or whether) they affect game performance.

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Meet the audio file formats

There are a lot of audio file formats. Here are the ones you encounter most commonly.

Analog formats

Analog - vinyl

Recorded sound consists of fluctuations in electrical current coming off of a microphone or mixing desk. Before computers, you translated that current into tiny smooth wiggles in the shape of the groove cut into a vinyl record, or tiny smooth wiggles in the alignment of magnetic particles embedded in tape. Dragging a needle along the groove or running the tape over a magnet reproduces the original electrical current.

Examples: vinyl, reel-to-reel tape, cassettes

Pros: Analog formats can sound really great if your media are in good condition, and if you’re listening through a good sound system.

Cons: Analog formats can sound terrible if the media get scratched, dusty or demagnetized. You need to be very careful about physical degradation–every time you listen to a tape, you scrape a little bit of the coating off. You can’t make copies of analog media without introducing noise. And analog gear is expensive.  Continue reading

Measurement in games for learning research

Note-taking for Research on Games and Simulations with Jan Plass


Kiili, K., &; Lainema, T. (2008). Foundation for Measuring Engagement in Educational Games. J of Interactive Learning Research, 19(3), 469–488.

The authors’ purpose here is to assess flow in educational games, to “operationalize the dimensions of the flow experience.” A flow state involves deep concentration, time distortion, autotelic (self-motivating) experience, a loss of self-consciousness, and a sense of loss of control.

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Introduction to Research on Games and Simulations

Note-taking for Research on Games and Simulations with Jan Plass

In this post I’m summarizing some writing about the foundations of research on games for learning. It’s a dry topic, so to enliven it I’ve included a bunch of screencaps from Mega Man 2. They have nothing to do with anything, but they look cool.

Mega Man 2 giant fish

Plass, J.L., Homer, B.D., & Kinzer, C. (2015). Foundations of Game-based Learning. Special Issue on Game-based Learning, Educational Psychologist, 50(4), 258–283.

What is a game exactly? One definition: “a system in which players engage in an artificial conflict, defined by rules, that results in a quantifiable outcome” (Salen & Zimmerman 2004, 80). Gamification is the grafting of points and stars onto existing tasks, like completing your boring homework. By contrast, game-based learning is more like Logical Journey of the Zoombinis – organically placing learning activities into a conflict structure to make them interesting and engaging.

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