惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Google DeepMind News
Google DeepMind News
B
Blog RSS Feed
Apple Machine Learning Research
Apple Machine Learning Research
D
Darknet – Hacking Tools, Hacker News & Cyber Security
V2EX - 技术
V2EX - 技术
Security Archives - TechRepublic
Security Archives - TechRepublic
Cisco Talos Blog
Cisco Talos Blog
T
Tor Project blog
博客园 - 司徒正美
T
The Blog of Author Tim Ferriss
J
Java Code Geeks
宝玉的分享
宝玉的分享
小众软件
小众软件
博客园_首页
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Project Zero
Project Zero
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Spread Privacy
Spread Privacy
I
InfoQ
博客园 - 叶小钗
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
罗磊的独立博客
M
MIT News - Artificial intelligence
爱范儿
爱范儿
The Cloudflare Blog
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
T
Tenable Blog
S
Securelist
N
News and Events Feed by Topic
Simon Willison's Weblog
Simon Willison's Weblog
Webroot Blog
Webroot Blog
The Hacker News
The Hacker News
O
OpenAI News
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
P
Palo Alto Networks Blog
C
CERT Recently Published Vulnerability Notes
PCI Perspectives
PCI Perspectives
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
T
Threat Research - Cisco Blogs
L
LINUX DO - 热门话题
I
Intezer
Scott Helme
Scott Helme
Recent Commits to openclaw:main
Recent Commits to openclaw:main
C
Cybersecurity and Infrastructure Security Agency CISA
Google Online Security Blog
Google Online Security Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
S
Security Affairs
AI
AI
AWS News Blog
AWS News Blog
Security Latest
Security Latest

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
Building a Chord Progression Generator in the Browser — Music Theory in JS, Sound via Web Audio API
SEN LLC · 2026-05-23 · via DEV Community

Pop songs, jazz turnarounds, Pachelbel's canon. Chord progressions you've heard a thousand times all reduce to scale degrees stacked on a diatonic scale. This tool generates progressions in 12 keys × 2 scales × 7 genre presets and plays them through the Web Audio API. ~300 lines of vanilla JS, zero dependencies.

🌐 Demo: https://sen.ltd/portfolio/chord-progression-gen/
📦 GitHub: https://github.com/sen-ltd/chord-progression-gen

Screenshot

The minimum music theory you need

If "music theory" sounds heavy, the slice you actually need to write code is surprisingly small.

1. A scale is just 7 notes

The C major scale is C, D, E, F, G, A, B. In semitones from the root: [0, 2, 4, 5, 7, 9, 11]. That's it.

const MAJOR_SCALE = [0, 2, 4, 5, 7, 9, 11];
const NATURAL_MINOR = [0, 2, 3, 5, 7, 8, 10];

Enter fullscreen mode Exit fullscreen mode

Natural minor (C, D, E♭, F, G, A♭, B♭) is [0, 2, 3, 5, 7, 8, 10].

2. A chord stacks the 1st, 3rd, and 5th degrees (diatonic triad)

Take notes 1, 3, 5 of the scale: C, E, G → C major triad. Start from note 2 instead: D, F, A → D minor. The starting position is the "scale degree" and we label it with a roman numeral:

Degree C major Quality
I C Major
ii Dm minor
iii Em minor
IV F Major
V G Major
vi Am minor
vii° diminished

Uppercase = major, lowercase = minor, ° = diminished. Every chord progression in this app is a sequence of these seven.

3. A progression is just an ordered list of degrees

  • Pop: I → V → vi → IV (in C: C → G → Am → F — the "Axis of Awesome" progression)
  • Pachelbel's Canon: I → V → vi → iii → IV → I → IV → V
  • Jazz turnaround: ii → V → I → vi

Building the chord

The triad-building function:

export function chordTones(tonic, scaleName, degree, seventh = false) {
  const scale = SCALES[scaleName];
  const positions = seventh ? [0, 2, 4, 6] : [0, 2, 4];
  return positions.map((p) => {
    const idx = degree + p;
    const octaveShift = Math.floor(idx / 7) * 12;
    return tonic + octaveShift + scale.intervals[idx % 7];
  });
}

Enter fullscreen mode Exit fullscreen mode

tonic is the MIDI number of the root (C4 = 60). When degree + p walks past the seventh scale note we need to wrap to the next octave, hence Math.floor(idx / 7) * 12. Building vi (Am) in C major: chordTones(60, "major", 5) returns [69, 72, 76] — A4, C5, E5.

For seventh chords, change positions to [0, 2, 4, 6]. The chord quality (maj7 / 7 / m7 / m7♭5) we derive from the interval pattern afterwards.

Naming chords without a lookup table

We could hardcode "Am" → "minor on A", "Bm7♭5" → "half-diminished on B" and so on. But that table has 12 keys × 7 degrees × 4 qualities × {triad, seventh} entries, and it doesn't extend when you add modes (Dorian, Phrygian, harmonic minor).

Better: derive the name from the interval pattern of the constructed chord:

export function chordName(tonic, scaleName, degree, seventh = false) {
  const tones = chordTones(tonic, scaleName, degree, seventh);
  const rootPc = ((tones[0] % 12) + 12) % 12;
  const third = tones[1] - tones[0];
  const fifth = tones[2] - tones[0];
  let quality = "";
  if (third === 4 && fifth === 7) quality = "";      // Major
  else if (third === 3 && fifth === 7) quality = "m"; // minor
  else if (third === 3 && fifth === 6) quality = "°"; // dim
  else if (third === 4 && fifth === 8) quality = "+"; // aug
  // ... seventh logic continues
  return NOTE_NAMES[rootPc] + quality;
}

Enter fullscreen mode Exit fullscreen mode

Major third (4 semis) + perfect fifth (7 semis) → Major. Minor third (3) + perfect fifth (7) → minor. Minor third (3) + diminished fifth (6) → diminished. Names fall out of the intervals, so adding Dorian or harmonic minor later doesn't require touching the naming logic at all.

Playing it through Web Audio

The audio engine is the kind of thing that looks complicated and turns out to be 30 lines.

import { midiToHz } from "./theory.js";

class ChordPlayer {
  constructor() {
    this.ctx = null;
  }

  ensureContext() {
    if (this.ctx) return;
    this.ctx = new AudioContext();
    this.master = this.ctx.createGain();
    this.master.gain.value = 0.18;
    const filter = this.ctx.createBiquadFilter();
    filter.type = "lowpass";
    filter.frequency.value = 2400;
    this.master.connect(filter);
    filter.connect(this.ctx.destination);
  }

  scheduleChord(tones, startTime, duration) {
    for (const midi of tones) {
      const osc = this.ctx.createOscillator();
      osc.type = "triangle";
      osc.frequency.value = midiToHz(midi);
      const gain = this.ctx.createGain();
      gain.gain.setValueAtTime(0, startTime);
      gain.gain.linearRampToValueAtTime(1 / tones.length, startTime + 0.02);
      gain.gain.linearRampToValueAtTime(0, startTime + duration);
      osc.connect(gain);
      gain.connect(this.master);
      osc.start(startTime);
      osc.stop(startTime + duration + 0.05);
    }
  }
}

Enter fullscreen mode Exit fullscreen mode

Four small choices matter:

1. Use triangle oscillators

sawtooth is too harsh, sine is too thin, square sounds like a Game Boy. triangle lands in the middle and reads as "acoustic-ish" without effort.

2. ADSR can be trivial

Real pianos and strings have complex envelopes. For chord progressions you don't need them. A 20 ms attack and a short linear release is enough to avoid clicks and sound natural:

volume
 1.0 │   /‾‾‾‾‾‾‾‾‾‾‾\
     │  /              \
 0.0 │_/                \____
     ├──┼──────────────┼─┼──→ time
        20ms          release start

Enter fullscreen mode Exit fullscreen mode

3. Divide gain by chord size

Stacking 3 or 4 oscillators at full volume sums to clipping. Multiply each oscillator's gain by 1 / tones.length and the master stays well-behaved no matter how many voices you add.

4. Resume the context on user gesture

Chrome's autoplay policy refuses to let AudioContext make sound until the user has interacted with the page. If you call osc.start() before ctx.resume(), the first chord goes silently into the void:

async resume() {
  this.ensureContext();
  if (this.ctx.state === "suspended") await this.ctx.resume();
}

Enter fullscreen mode Exit fullscreen mode

Skip this and you get the classic "works locally, silent in production" trap.

Architecture

theory.js   ← Music theory (pure, zero DOM/Audio dependencies)
audio.js    ← Web Audio scheduler (consumes MIDI numbers from theory.js)
app.js      ← UI glue (DOM events → theory → audio)

Enter fullscreen mode Exit fullscreen mode

Nothing in theory.js knows about the DOM or about AudioContext. That means Node's built-in test runner can verify all 25 cases of the music logic without a browser:

import { test } from "node:test";
import assert from "node:assert/strict";
import { buildProgression, tonicMidi, PRESETS } from "../theory.js";

test("Pop in C major yields C G Am F", () => {
  const out = buildProgression({
    tonic: tonicMidi("C", 4),
    scaleName: "major",
    degrees: PRESETS.pop.degrees,
  });
  assert.deepEqual(out.map((c) => c.name), ["C", "G", "Am", "F"]);
});

Enter fullscreen mode Exit fullscreen mode

audio.js consumes the output of theory.js (MIDI number arrays) and has no opinion about scales or roman numerals. The dependency arrow only points one direction. When you eventually add Dorian, harmonic minor, secondary dominants, or jazz substitutions, the audio layer doesn't change at all — theory.js keeps emitting MIDI, the rest keeps playing it.

app.js is a tiny coordinator: UI event → mutate state → rebuild progression via theory → optionally play through audio. No React, no Vue, no signals. The whole state is a plain object.

Try it

Takeaways

  • Chord progressions reduce to 7 notes × scale degrees × roman numerals — small enough to fit in your head
  • Deriving chord names from interval relationships instead of a lookup table makes the music-theory module trivially extensible
  • The Web Audio API plays chord progressions cleanly with triangle waves + minimal ADSR + autoplay-policy handling — that's the whole synthesis layer
  • Keeping music theory pure (no DOM, no audio) means node --test can verify all the harmony rules without spinning up a browser

This is OSS portfolio #240 from SEN LLC (Tokyo). We ship small, sharp tools continuously: https://sen.ltd/portfolio/