gmanch94

Audio ML Pipeline — Data skill for Claude Code

Data community

Audio ML Pipeline Design System Prompt Template.

How to install Audio ML Pipeline

Installs to ~/.claude/skills/gmanch94-claude-code-aidlc-template-audio-ml-pipeline/SKILL.md

Terminal

mkdir -p ~/.claude/skills/gmanch94-claude-code-aidlc-template-audio-ml-pipeline && curl -fsSL https://raw.githubusercontent.com/gmanch94/claude-code-aidlc-template/HEAD/prompts/audio-ml-pipeline.md -o ~/.claude/skills/gmanch94-claude-code-aidlc-template-audio-ml-pipeline/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Audio ML Pipeline does

Audio ML Pipeline Design System Prompt Template

Use when: building any audio or speech ML pipeline (ASR, TTS, speaker ID/verification, sound-event detection, keyword spotting, diarization, audio anomaly). Takes task type, audio source, sample rate, and labeled hours as input; outputs the signal representation (rep + sample rate + framing + VAD), a pretrained-then-finetune model plan, augmentation matched to data scarcity, task-specific metrics, and the speaker-leakage split discipline.

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