How do I install the Procedural Sound Generation with NumPy/SciPy skill?

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Is Procedural Sound Generation with NumPy/SciPy free to use?

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Who published Procedural Sound Generation with NumPy/SciPy?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Procedural Sound Generation with NumPy/SciPy by majiayu000

Name: Procedural Sound Generation with NumPy/SciPy
Rating: 4.5 (4 reviews)
Author: majiayu000

Procedural Sound Generation with NumPy/SciPy

Generate sound effects for ZX games using Python synthesis. **Spec-Driven Workflow (RECOMMENDED):** 1. Create `.spec.py` in `.studio/specs/sounds/` 2. Run `python .studio/generate.py --only sounds` **Load references when:** - SFX specs → `references/sound-spec-format.md` - Example specs → `examples/laser.spec.py`, `examples/explosion.spec.py` - Recipes → `references/sfx-recipes/` - Manual synthesis → `references/numpy-scipy-building-blocks.md` - Quality standards → `references/quality-standards.md` **Before generating:** Check `.studio/sonic-identity.md` for audio specs.

majiayu000 Updated Sep 9, 2026 567 repo stars

File contents

Procedural Sound Generation

Generate game sound effects using a spec-driven workflow.

pip install numpy scipy soundfile

Spec-Driven Workflow

Step 1: Create Spec

# .studio/specs/sounds/laser.spec.py
SOUND = {
    "sound": {
        "name": "laser",
        "duration": 0.25,
        "layers": [
            {"type": "fm_synth", "carrier_freq": 600, "mod_ratio": 1.5, "mod_index": 6.0},
            {"type": "noise_burst", "duration": 0.02, "amplitude": 0.3}
        ],
        "envelope": {"attack": 0.002, "decay": 0.15, "sustain": 0, "release": 0.08}
    }
}

Step 2: Run Generator

python .studio/generate.py --only sounds

See references/sound-spec-format.md for complete format.

ZX Audio Requirements

Spec	Value
Sample Rate	22050 Hz
Bit Depth	16-bit
Channels	Mono
Simultaneous	16 + 1 music

Quality Standards (Temp Tier)

Minimum requirements:

2-3 synthesis layers
Proper envelope (exp decay, NOT linear)
Filtering (lowpass sweep or static)
Richness (harmonics or detuning)
Normalization (0.9 peak)

Anti-patterns:

Simple sine + linear fade
Single oscillator, no filtering
Instant attack (clicks)

See references/quality-standards.md for complete checklist.

Technique Selection

Technique	Best For
Subtractive	Bass, warm, explosive
FM	Metallic, bells, digital
Additive	Organs, complex tones
Karplus-Strong	Plucked strings

Recipe Library

Sound Type	Recipe
Laser/Zap	`sfx-recipes/laser.py`
Explosion	`sfx-recipes/explosion.py`
Hit/Impact	`sfx-recipes/hit.py`
Coin/Pickup	`sfx-recipes/coin.py`
Jump	`sfx-recipes/jump.py`
UI Click	`sfx-recipes/ui-click.py`

Workflow: (1) Find closest recipe, (2) Read file, (3) Copy and customize.

nether.toml Integration

[[assets.sounds]]
id = "laser"
path = "generated/sounds/laser.wav"

let laser = rom_sound_str("laser");
play_sound(laser);

File Organization

.studio/specs/sounds/
├── laser.spec.py
└── explosion.spec.py

generated/sounds/
├── laser.wav
└── explosion.wav

---name: procedural-sound-generation-with-numpy-scipydescription: Generate sound effects for ZX games using Python synthesis. **Spec-Driven Workflow (RECOMMENDED):** 1. Create `.spec.py` in `.studio/specs/sounds/` 2. Run `python .studio/generate.py --only sounds` **Load references when:** - SFX specs → `references/sound-spec-format.md` - Example specs → `examples/laser.spec.py`, `examples/explosion.spec.py` - Recipes → `references/sfx-recipes/` - Manual synthesis → `references/numpy-scipy-building-blocks.md` - Quality standards → `references/quality-standards.md` **Before generating:** Check `.studio/sonic-identity.md` for audio specs.--- # Procedural Sound Generation Generate game sound effects using a **spec-driven workflow**. ```bash pip install numpy scipy soundfile ``` ## Spec-Driven Workflow **Step 1: Create Spec** ```python # .studio/specs/sounds/laser.spec.py SOUND = { "sound": { "name": "laser", "duration": 0.25, "layers": [ {"type": "fm_synth", "carrier_freq": 600, "mod_ratio": 1.5, "mod_index": 6.0}, {"type": "noise_burst", "duration": 0.02, "amplitude": 0.3} ], "envelope": {"attack": 0.002, "decay": 0.15, "sustain": 0, "release": 0.08} } } ``` **Step 2: Run Generator** ```bash python .studio/generate.py --only sounds ``` See `references/sound-spec-format.md` for complete format. ## ZX Audio Requirements | Spec | Value | |------|-------| | Sample Rate | 22050 Hz | | Bit Depth | 16-bit | | Channels | Mono | | Simultaneous | 16 + 1 music | ## Quality Standards (Temp Tier) **Minimum requirements:** - 2-3 synthesis layers - Proper envelope (exp decay, NOT linear) - Filtering (lowpass sweep or static) - Richness (harmonics or detuning) - Normalization (0.9 peak) **Anti-patterns:** - Simple sine + linear fade - Single oscillator, no filtering - Instant attack (clicks) See `references/quality-standards.md` for complete checklist. ## Technique Selection | Technique | Best For | |-----------|----------| | Subtractive | Bass, warm, explosive | | FM | Metallic, bells, digital | | Additive | Organs, complex tones | | Karplus-Strong | Plucked strings | ## Recipe Library | Sound Type | Recipe | |------------|--------| | Laser/Zap | `sfx-recipes/laser.py` | | Explosion | `sfx-recipes/explosion.py` | | Hit/Impact | `sfx-recipes/hit.py` | | Coin/Pickup | `sfx-recipes/coin.py` | | Jump | `sfx-recipes/jump.py` | | UI Click | `sfx-recipes/ui-click.py` | **Workflow:** (1) Find closest recipe, (2) Read file, (3) Copy and customize. ## nether.toml Integration ```toml [[assets.sounds]] id = "laser" path = "generated/sounds/laser.wav" ``` ```rust let laser = rom_sound_str("laser"); play_sound(laser); ``` ## File Organization ``` .studio/specs/sounds/ ├── laser.spec.py └── explosion.spec.py generated/sounds/ ├── laser.wav └── explosion.wav ```

Frequently asked questions