3d (edited) • Workflows & Refinement
Lesson 1 Task 1 (Page 3)
Task 1: Song Profile
Production Extraction for AI Music Creation
This task helps you extract production-usable inputs from a song you already know and care about.
You are not analyzing music for appreciation.
You are extracting inputs you can use to guide AI music creation with intention.
This process is optimized for ChatGPT, but it works with any comparable AI assistant.
If you prefer, you can do this manually through research and listening. The outputs remain the same.
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What This Task Produces
By the end of this task, you should have:
• concrete musical and production characteristics
• usable generation inputs (tempo, structure, energy, instrumentation)
• a clean tag block for an AI music generator
• reusable language for future songs
These outputs will be used later in this lesson.
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Important Requirements (Read First)
This process only works if:
• the song is publicly known
• information about it is widely available or inferable
• the AI tool has enough training context to recognize it
If the song is obscure, unreleased, or AI-generated with no public footprint, results will be unreliable.
That’s expected.
This task is about learning how to extract structure, not proving accuracy.
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Step 1 — Lock the AI Into the Correct Role
Paste the following exactly as written into your AI assistant:
You are acting as a professional music producer and AI music prompt engineer.
Your task is to extract production-level characteristics from a known song so they can be used as direct inputs for an AI music generator.
Do not summarize culturally.
Do not provide history or commentary.
Do not explain meaning.
Output must be structured, concise, and usable as music-generation inputs.
This step is required.
Without it, the AI will default to description instead of extraction.
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Step 2 — Identify the Reference Track
Now name the song you are analyzing.
Do not explain why you chose it.
Do not justify it.
Simply identify it.
This anchors the analysis.
Important:
Do not save or reuse the song or artist name later.
Final outputs should never include identifying references.
— — —
Step 3 — Define the Extraction Scope
Paste this next:
Extract the following strictly as production inputs:
• tempo and rhythmic feel
• groove and rhythm behavior
• instrumentation roles
• harmonic simplicity or complexity
• song structure
• vocal delivery style
• energy behavior
• mix and sonic character
Translate all findings into inputs suitable for an AI music generator.
Include a generator-ready tag block at the end.
You have now told the AI:
• what to extract
• how to convert it
• how the output will be used
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What a Correct Output Looks Like
A correct response looks like production documentation, not an article.
You should see sections similar to:
• Core metrics (tempo, feel)
• Groove and rhythm behavior
• Instrument roles
• Harmonic density
• Song structure
• Vocal delivery
• Energy and dynamics
• Mix and sonic traits
• Generator-ready tag block
If the output reads like commentary, your prompt was too loose.
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Step 4 — Optional Expansion Pass
If you want deeper clarity, run a second pass after the first extraction.
Paste:
Expand on emotional delivery, energy behavior, and structure.
For each:
• identify what carries the emotion
• explain how intensity is controlled
• translate that into generator-ready guidance
Include updated meta tags where helpful.
This pass turns accuracy into creative control.
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How You Will Use These Outputs
You will use these outputs to:
• guide AI music generation
• shape tone and structure without copying
• compare references later
• build consistency in your own work
You are extracting mechanics, not identity.
That distinction matters.
— — —
Safety Note (Read Carefully)
Do not reuse:
• artist names
• song titles
• vocal likeness requests
• direct stylistic imitation
Similarity risk is real, especially when monetizing AI-generated music.
The next page covers this in detail.
For now, follow this rule:
Use extracted characteristics as inputs — not instructions to replicate a person.
— — —
Completion Check
Before moving on, confirm that you have:
• a full production extraction
• a clean generator tag block
• no identifying references saved
• clarity on what carries emotion and energy
If not, repeat the task.
End of Task 1 — Song Profile
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Lesson 1 Task 1 (Page 3)
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