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Implication-Realization

Implication-Realization is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Implication-Realization rather than just read about it. In short: The Implication-Realization (I-R) model of melodic expectation was developed by Eugene Narmour as an alternative to Schenkerian analysis centered less on music analysis and more on cognitive aspects of expectation. The model is one of the most significant modern theories of melodic expectation, going into great detail about how certain melodic structures arouse particular expectations.

Key takeaways

  • Implication-Realization belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Implication-Realization to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Implication-Realization from memory before moving on to harder problems.

Reference excerpt

The Implication-Realization (I-R) model of melodic expectation was developed by Eugene Narmour as an alternative to Schenkerian analysis centered less on music analysis and more on cognitive aspects of expectation. The model is one of the most significant modern theories of melodic expectation, going into great detail about how certain melodic structures arouse particular expectations.

History Meyer (1956) applied Gestalt psychology principles to musical expectation, resulting in his ideas about completion, closure, and his Law of Good Continuation. In 1977, Narmour's book explicated problems he had with Schenkerian analysis and sketched ideas for a new model of analysis based on musical expectation as informed by the work of Meyer. Narmour mentioned a forthcoming book, The Melodic Structure of Tonal Music, but it did not appear. Much time passed without the alternative theory, but finally in 1989 Narmour published his I-R model, detailed in the 1990 and 1992 books. As of 2007, Narmour is working on a new book, which will extend the I-R theory to the parameters of harmony and rhythm and explore potential applications to the analysis of performance.

Theory Narmour's I-R model was published in two separate books, dealing with "basic melodic structures" and "melodic complexity". Each book is quite complex; only a few key points are mentioned here. The Music Perception review by Ian Cross and the article by Schellenberg provide introductions to the theory.

Basic melodic structures

General claims The Analysis and Cognition of Basic Melodic Structures: The Implication-Realization Model begins with two general claims. The first is given by "two universal formal hypotheses" describing what listeners expect. The process of melody perception is based on "the realization or denial" of these hypotheses (1990, 3):

A + A → A A + B → C Here, A, B, and C are melodic items of either form, interval patterns, or pitches. A + A → A indicates that hearing two similar items yields an expectation of repetition of the item. A + B → C, on the other hand, indicates that hearing two different items yields an expected change in the implied item. The second claim is that the "forms" above function to provide either closure or nonclosure. Narmour goes on to describe the five melodic archetypes of his theory:

process [P] or iteration (duplication) [D] (A + A without closure) reversal [R] (A + B with closure) registral return [aba] (exact or nearly exact return to same pitch) dyad (two implicative items, as in 1 and 2, without a realization) monad (one element which does not yield an implication) Central to the discussion is the notion of registral direction (direction of motion) and size of intervals between pairs of pitches. [P] (process) refers to motion in the same registral direction combined with similar intervallic motion (two small intervals or two large intervals). [D] refers to identical intervallic motion with lateral registral direction. [R] refers to changing intervallic motion (large to smaller) with different registral directions. P, D, and R only account for cases where registral direction and intervalic motion are working in unison to satisfy the implications. When one of these two factors is denied, there are more possibilities, the five archetypal derivatives:

intervallic process [IP]: small interval to similar small interval, different registral directions registral process [VP]: small to large interval, same registral direction intervallic reversal [IR]: large interval to small interval, same registral direction registral reversal [VR]: large interval to larger interval, different registral direction intervallic duplication [ID]: small interval to identical small interval, different registral directions Each of these 8 fundamental symbols can refer to a "prospective or retrospective dimension". The symbols are enclosed in parentheses like so: (VR) to indicate a "retrospective realization". Narmour (1990, 6) considers these symbols to be representative of cognitive structures: "As symbological tokens, all sixteen prospective and retrospective letters purport to represent the listener's encoding of many of the basic structures of melody." From these foundations, the theory gets more detailed, and problems of style, pitch, harmony, rhythm, etc. are all discussed.

Five principles Schellenberg's work has involved testing and simplifying specific implementations of the I-R model. His 1997 article gives an overview of the I-R theory that describes it in terms of five governing principles:

Registral direction Intervallic difference Registral return Proximity Closure

1. Registral direction Small intervals imply continuation of pitch direction Large intervals imply a change of direction

2. Intervallic difference Small intervals imply similar-sized realized intervals When the registral direction changes, a "small" realized interval is defined as the original interval size +/- 2 semitones In the absence of direction change, a "small" interval is the original interval +/- 3 semitones Large implicative intervals imply smaller realized intervals

3. Registral return This is the melodic archetype aba or aba\' where the second tone of a realized interval is very similar to the original pitch (within 2 semitones). This archetype describes symmetric or near-symmetric patterns such as C-G-C#. Patterns are less archetypical as they deviate more from this symmetry.

4. Proximity Small realized intervals are more implied than large intervals. Also, implications are stronger for smaller-sized intervals.

5. Closure Closure describes how listeners segment melodies based on pitch direction and interval size. Closure occurs in two cases:

Melody changes direction. That is, implicative and realized intervals are in different directions. A larger implicative interval is followed by a smaller realized interval.

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Implication-Realization

Start with the simplest possible case. Write down what Implication-Realization claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Implication-Realization before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Implication-Realization ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Implication-Realization

In research
Implication-Realization appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Implication-Realization in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Implication-Realization is common in secondary-school and first-year university syllabi. It links to neighbouring topics Music cognition, so understanding it makes those chapters shorter.
In everyday life
Look for Implication-Realization outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Implication-Realization in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Implication-Realization means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Implication-Realization out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Implication-Realization in simple terms?

The Implication-Realization (I-R) model of melodic expectation was developed by Eugene Narmour as an alternative to Schenkerian analysis centered less on music analysis and more on cognitive aspects of expectation. The model is one of the most significant modern theories of melodic expectation, goi…

Why does Implication-Realization matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Implication-Realization?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Implication-Realization.

Tags

  • Music cognition

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