The Floor-Ceiling Model of Skill Acquisition

Is your music practice building true fluency, or is it just training muscle memory?

When we think about how to get better at a musical instrument — or any skill-based activity — the natural strategy that comes to mind is repetition. Repeat, repeat, repeat, until you’ve finally mastered it.

This is the tried-and-true method, and is absolutely correct. As a matter of fact, that’s the whole definition of practice — “performing an activity repeatedly or regularly in order to improve or maintain one’s proficiency.”

But we need to be careful with how we approach our practice sessions. If you spend all of your time practicing specific pieces, you will eventually master those songs but you won’t necessarily have gotten better at playing music in general. Effectively, all you’ve done is train yourself to regurgitate an exact sequence of notes, without any variation. An impressive feat, to be sure, but it hasn’t increased your musical fluency at all.

Learning a musical instrument of course requires maintenance and repetition, but we have to be careful that we don’t practice old things so much that we forget to work on new things. If you only ever practice the same things, you never really grow or improve. It would be like attempting to become fluent in English by memorizing a Shakespeare monologue, and nothing else.

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Practice vs. Learning

Brad Harrison, a composer and educator who runs an excellent music education YouTube channel, insightfully describes the difference between practice and learning. Practice is trying to get better at things you already basically know how to do. By contrast, learning is the acquisition of new knowledge or skills, and the process of becoming familiar with new material. For example, playing through a piece of music for the first time would fall under “learning,” but each repetition after that would fall under “practice.” Both steps are important, but they are focused on very different goals. Regardless of where you are in your music learning journey, it’s essential that you maintain a healthy balance between practice time and learning time.

By making a habit of learning new things, you’ll develop the meta-skill of learning how to learn. This will make you a better musician and will even help you play old repertoire better. You’ll realize that every new challenge is just a puzzle to be unlocked and understood, and you’ll have the confidence to tackle that puzzle.

If you only play the same songs over and over again, you won’t grow or improve. You’ll either get bored and quit, or you’ll get stuck when confronted with a new challenge because you only know how to do what you already know how to do. Even when you do finally master a new song, the satisfaction of learning it will eventually fade away and you’ll feel stuck again. True musical fluency is the ability to quickly learn and master whatever you want, without needing to practice it for weeks or months on end.

The Floor and Ceiling of Competency

This brings me to an idea that I’ve been formulating over the past several years of working with music students. I think that the way we normally think about the concept of one’s skill level in a certain field needs to be expanded.

Imagine that a person’s skill level can be visualized as a vertical range, with a floor and a ceiling. The ceiling represents the level of music that a person could play well, given an indefinite (but not infinite) amount of time to practice. This could be represented by the hardest piece you’ve ever performed at a recital or competition, for example.

Alternatively, the floor represents the level of music a person could play well (not necessarily perfect, but certainly passable) on the first time they ever see it. This activity is what we call sight reading — reading on sight without any prior preparation. This could be represented by the average piece that you could find sheet music for and play today, without much practice.

Repertoire ranging from easy to hard, and some considered too difficult.
An example of where different songs may fall in a person’s floor-ceiling range.

Any piece of music that’s below the floor of your skill level is well within your ability to play without any practice. Any piece of music that falls somewhere between your floor and your ceiling can be reasonably mastered through dedicated practice — the closer it is to your ceiling, the longer it will take. The amount of time it would take to learn a piece in this range roughly equates to the amount of time it would take to work your way from the floor up to the difficulty level of the piece in question.

Most people spend the majority of their practice time endeavoring to raise their ceiling, tackling ever harder and harder songs that take them weeks, months, or even years to learn properly. This seems like a fine endeavor, at first glance. Ideally, by raising the ceiling of one’s ability, the floor would also rise by the same amount.

The same repertoire on the difficulty spectrum, now with increased floor and ceiling levels.
Floor and ceiling both moving upwards at the same rate. “Minuet in G” is now within your wheelhouse, while “Fantaisie-Impromptu” is now within reach after months of practice.

Unfortunately, this isn’t what actually happens. A person’s “floor level” is much more difficult to raise than their “ceiling level”, and it doesn’t happen automatically just by practicing more ceiling-level material. As a result, most music students don’t spend nearly enough time working on raising their floor.

The result is that a person’s ceiling moves up at a much faster rate than their floor, creating a wider and wider gap between them. This means that as they start working on more challenging material, each new song they attempt to learn will take longer and longer to master. This happens to everyone — it’s perfectly natural!

A person's ceiling level and floor level increases over time as they improve. The ceiling level trend line rises more rapidly than the floor level trend line.
Over time, the gap gets wider and wider. If you continue working on repertoire pieces at the top of your range, you will find that you start getting stuck for longer and longer.

Pretty soon, practice sessions have transformed from a fun learning opportunity into a constant source of frustration and stress that takes up all of their time. Students very quickly find themselves too far outside their comfort zone, without the necessary skills to learn increasingly advanced material in a natural, stress-free way.

This is because a musician’s floor level is actually a far more accurate barometer of overall musical competency than mastery of a song that has been meticulously practiced over and over again for months. In other words, a person’s floor level represents their degree of true musical fluency.

A musician's ceiling level is achieved through boring, repetitive practice, while their floor level is what someone can play via sight reading without preparation.
If you were in a foreign country and didn’t speak the language, would you rather be confined to a small selection of phrases from a guidebook, or be able to adapt to any spontaneous conversation that arises?

Music lessons often focus on the ceiling of someone’s playing ability, but all professional standards for working musicians place much greater emphasis on a minimum floor threshold of musicianship. It doesn’t matter how good you are after weeks or months of practice — it matters how good you are right now, at a moment’s notice.

So it’s important that you take some time to work on pushing your floor up, even though it might seem like the musical material you’re practicing is dropping way down in complexity as a result. It doesn’t mean you’ve gotten worse, it just means that you’re focusing on a part of your musicianship that you don’t normally focus on!

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Achieving Musical Fluency

So how does one actually raise the floor of their skill level then? Here are some specific areas of focus that are most helpful in improving overall musical fluency.

  1. Sight Reading
    Sight reading is the cornerstone of elevating your floor. It’s the ability to play a piece of music on the first try, without prior practice. Dedicate time regularly to sight read different pieces, varying in styles and difficulty. This sharpens your adaptability, reinforcing the fundamental skill of playing music fluently from the very first encounter.
  2. Technique Exercises
    Technique exercises might not be as glamorous as performing a complex piece, but they are the building blocks of musical proficiency. Focus on scales, arpeggios, and finger exercises. These not only enhance your technical skills but also contribute significantly to your floor level. A strong technical foundation ensures that you can handle a broader range of musical challenges.
  3. Music Theory
    Music theory is often neglected, but it serves as a compass in your musical journey. Understand the relationships between notes, chords, and progressions. It provides a roadmap, allowing you to navigate unfamiliar musical territories effortlessly. The more intimately you understand the language of music, the more confident and fluent you become.
  4. Ear Training
    Cultivate your ability to listen critically and reproduce what you hear. Ear training is fundamental to musical fluency as it enhances your capacity to recognize tones, intervals, and harmonies. Start with simple exercises like identifying intervals and progress to more complex tasks. This skill not only raises your floor level but also opens doors to improvisation and playing by ear.
  5. Diversity of Repertoire
    Instead of getting stuck in the loop of practicing the same songs repeatedly, diversify your repertoire. Explore different genres, time periods, and difficulty levels. The more varied your musical vocabulary, the more adaptable you become. This approach aligns with the idea that every new challenge is a puzzle to unlock and understand.

These five areas are what I call the fundamental “food groups” of musicianship. I’ll be going into more depth about each of these in future posts.

Building a well-rounded practice routine is important, and methods with which to do so are well-documented. That being said, it is much harder to be intentional about raising one’s floor level than you might expect.

MuseFlow: Raising the Floor

At MuseFlow, we’re building solutions to this very problem. The app guides users through a continuous sequence of sight reading exercises, increasing complexity by one skill at a time. By constantly playing new material that they’ve never seen before, MuseFlow users have a unique opportunity to hone their ability to read and play music fluently.

In this way, our curriculum ensures a balanced approach between practice and learning. It guides you through a variety of musical challenges, preventing you from getting stuck repeating the same pieces over and over again. This diversity cultivates a well-rounded skill set, and raises the overall floor of your musical ability.

While our main focus is currently on sight reading training, we have lots of exciting new features coming later this year, including technique, music theory, and ear training exercises, as well as a repertoire library and practice assistant. Stay tuned for more updates about all that and more, coming soon!

If you’re looking for a practice tool to help you improve your musical skills, and haven’t been able to find a system that truly delivers the results you’re looking for, consider trying out MuseFlow. Just head on over to https://museflow.ai to sign up for our web app and start your 2-week free trial today.

It’s time to break free from the frustrations of repetitive practice and finally achieve the level of musical fluency you’ve been striving for. Happy playing!

Related Posts
The Power of Just-In-Time Learning and Flow State in Music Education

In the fast-paced world of modern education, there are two transformative principles are reshaping how we learn: just-in-time learning and flow state. These concepts challenge traditional teaching methods, offering learners a more intuitive, engaging, and effective way to build skills. Nowhere is this shift more impactful than in music education, where these principles are helping students connect deeply with their craft, and revolutionizing a pedagogy steeped in in tradition and structure.

What Is Just-In-Time Learning?

Just-in-time learning turns traditional education on its head. Instead of overwhelming students with theory upfront, it prioritizes hands-on experience, letting learners absorb theoretical knowledge as it becomes relevant. Imagine learning to ride a bike by hopping on and pedaling, rather than first reading a manual... this approach creates a direct link between knowledge and kinesthetic understanding.

Music education is a where this method shines. Whether mastering a new rhythm, note, or doing a sight reading exercise, students often benefit more from actively engaging with the music first, than from lengthy theoretical instruction. If it was the other way around, we wouldn’t have anything to ground us when we learned the theory! It’d just be a mish-mash of concepts we didn’t know how to apply. As Lucy Green notes in How Popular Musicians Learn, many successful musicians develop their skills through practical, real-world learning experiences. By tackling challenges as they arise, learners retain information better, and can apply it more effectively.

The Role of Flow State in Learning

The flow state, a concept introduced by positive psychologist Mihály Csíkszentmihályi, is a mental goldilocks zone where challenge and skill meet perfectly. In this state, learners are completely immersed in their task, losing track of time while being deeply rooted in the present. Flow transforms learning into a rewarding and deeply enjoyable experience.

For musicians, achieving flow is transformative. Imagine a practice session where every note feels effortless yet engaging… a space where learning feels less like work and more like play. Research suggests that learners in flow not only learn skills faster but also sustain intrinsic motivation longe.

A graph showing how flow state is where challenge meets your skill level.
Flow state happens where challenge meets your skill level, where you're not too bored or too anxious.

Why These Principles Matter in Music Education

Just-in-time learning and flow state address common hurdles in traditional music education. Many students feel overwhelmed by complex theory before they've even had the chance to see its practical value! Others lose motivation when faced with monotonous drills that fail to connect them with the joy of making music.

By focusing on active engagement and creating an environment where learners can stay in a state of flow, educators can foster a love for music that goes beyond technical mastery. These approaches encourage curiosity, resilience, and a deeper connection to the art and craft of music-making.

MuseFlow's level screen showing how just-in-time learning and flow state are applied to piano learning.
MuseFlow is a revolution for just-in-time learning and flow state in their application to music education.

How MuseFlow Applies These Principles

At MuseFlow, we’ve built a music education platform that embodies the best of just-in-time learning and flow state principles. Here’s how we’ve turned these ideas into a transformative learning experience:

  • Adaptive Learning: MuseFlow’s sight reading engine adjusts to the learner’s skill level, ensuring they are consistently challenged without being overwhelmed. This keeps users engaged and in the flow state.
  • Immediate Feedback: Students receive real-time feedback on their playing, helping them correct mistakes and learn on the fly… perfectly aligned with just-in-time learning.
  • Gamified Learning: Our goal-oriented, level by level structure allows students to build skills incrementally, maintaining the balance between challenge and achievement.
  • Dynamic Content: By generating fresh, adaptive music, MuseFlow ensures that learners always have new material to explore, keeping practice sessions exciting and immersive.

Through these features, MuseFlow not only teaches music, but also transforms how students experience learning it. By prioritizing engagement and practical learning, we help students of all ages and skill levels discover the joy and fulfillment of making music.

MuseFlow has a level roadmap that gamifies music education with just-in-time learning and flow state at its core.
MuseFlow's level roadmap showing the gamification aspect of their music education software.

A Revolution in Music Education

Whether you’re a beginner learning your first note or an advanced player sharpening your sight reading skills, just-in-time learning and the flow state offer a path to deeper, more rewarding learning. Platforms like MuseFlow are at the forefront of this revolution, making music education more intuitive, enjoyable, and effective than ever before.

Try MuseFlow for seven days to see how just-in-time learning and flow state help you learn piano.

Resources

What Music Learners Really Want - and How MuseFlow Delivers

When learning to sight read music, frustrations can easily derail progress. We know that mastering this skill is challenging enough without running into roadblocks caused by the tools themselves. That’s why MuseFlow was created: to address the biggest challenges music learners face and offer a superior learning experience.

To illustrate, we’ve gathered some anonymized, recent reviews from other systems for sight reading—both books and online. These reviews reflect real frustrations learners have encountered—and highlight how MuseFlow solves these issues.

See below for some of the bad reviews other sight-reading products have got and see how MuseFlow is superior.

Real Reviews of Products VS How MuseFlow Delivers

Product A

“I just wish there were a few more things they added in, like actually listening to the piano to check if notes/rhythm right and if the answer is wrong, revealing the right answer.”

MuseFlow

By connecting to a digital piano, MuseFlow provides precise, real-time feedback on both notes and rhythm. You’ll always know whether you’re playing correctly, and you’ll receive instant corrections to improve faster.

Product B

“The inability for it to properly recognize notes is frustrating and interrupts flow and learning.”

MuseFlow

This is exactly what MuseFlow doesn’t do. With advanced AI, MuseFlow seamlessly recognizes the notes you play and keeps you in a flow state... free from interruptions or misreads.

Product C

“It has a hard time picking up certain notes. This severely disrupts my flow during a song when I have to repeat a key until it finally recognizes, or it randomly skips notes sometimes.”

MuseFlow

MuseFlow is built to prioritize uninterrupted learning. With its accurate note recognition and adaptive technology, you’ll never have to stop mid-song to troubleshoot. MuseFlow ensures your learning experience stays smooth and engaging.

Product D

“I found it very boring.”

MuseFlow

With MuseFlow, boredom is a thing of the past. Its dynamic, real-time generated exercises keep you continuously engaged. You’re always in flow state—not too bored, not too overwhelmed—right in that pocket of the goldilocks zone, just perfectly challenged to keep progressing.

Product E

“My music teacher wants me to improve my sight reading and recommended this book. I found it rather simple. My teacher thinks I have picked up my skill, butI'm not convinced….I'd like to find something a bit more challenging.”

MuseFlow

MuseFlow ensures every exercise is tailored to your skill level. You’ll never feel under-challenged or stuck with static materials. The app’s adaptive AI grows with you, ensuring that your learning remains engaging and appropriately difficult.

See hat music leaners really want and how MuseFlow figured out sight reading and flow state.

Why MuseFlow is the Better Choice

Learning sight reading should be a fulfilling journey... not a frustrating one. MuseFlow’s cutting-edge technology solves the issues that have plagued music learners for years:

  • Accurate Feedback: Know exactly how you’re performing and what to improve.
  • Uninterrupted Learning: Stay in the Flow State with precise note recognition.
  • Dynamic Content: Progress with real-time generated music tailored to your needs.
  • Engagement: Never too boring, never too hard—just the right level of challenge.

With MuseFlow, you’ll move beyond outdated tools and experience a revolutionary way to master sight reading.

Try MuseFlow for free to find out how MuseFlow delivers on what learners really want.

Try MuseFlow for Free!

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