├── .eslintrc.js ├── .github ├── ISSUE_TEMPLATE │ └── bug_report.md ├── whisper-turbo.png └── workflows │ └── release_package.yml ├── .gitignore ├── LICENSE ├── README.md ├── justfile ├── package.json ├── playground ├── .eslintrc.js ├── README.md ├── next-env.d.ts ├── next.config.js ├── package.json ├── pnpm-lock.yaml ├── postcss.config.js ├── public │ ├── chrome.png │ ├── favicon.ico │ ├── next.svg │ ├── vercel.svg │ └── whisper-turbo.png ├── src │ ├── components │ │ ├── configModal.tsx │ │ ├── controlPanel.tsx │ │ ├── gearIcon.tsx │ │ ├── languageDropdown.tsx │ │ ├── layout.tsx │ │ ├── micButton.tsx │ │ ├── modal.tsx │ │ ├── modelSelector.tsx │ │ ├── progressBar.tsx │ │ ├── suppressSelector.tsx │ │ └── taskSelector.tsx │ ├── pages │ │ ├── _app.tsx │ │ ├── _document.tsx │ │ ├── api │ │ │ └── hello.ts │ │ └── index.tsx │ ├── styles │ │ ├── Home.module.css │ │ └── globals.css │ └── util.ts ├── tailwind.config.js └── tsconfig.json ├── pnpm-lock.yaml ├── src ├── audio.ts ├── db │ ├── modelDB.ts │ └── types.ts ├── index.ts ├── inferenceSession.ts ├── models.ts ├── session.worker.ts └── sessionManager.ts └── tsconfig.json /.eslintrc.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | "env": { 3 | "browser": true, 4 | "es2021": true 5 | }, 6 | "extends": [ 7 | "eslint:recommended", 8 | "plugin:@typescript-eslint/recommended" 9 | ], 10 | "overrides": [ 11 | { 12 | "env": { 13 | "node": true 14 | }, 15 | "files": [ 16 | ".eslintrc.{js,cjs}" 17 | ], 18 | "parserOptions": { 19 | "sourceType": "script" 20 | } 21 | } 22 | ], 23 | "parser": "@typescript-eslint/parser", 24 | "parserOptions": { 25 | "ecmaVersion": "latest", 26 | "sourceType": "module" 27 | }, 28 | "plugins": [ 29 | "@typescript-eslint" 30 | ], 31 | "rules": { 32 | } 33 | } 34 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Bug report 3 | about: Create a report to help us improve 4 | title: "[BUG]" 5 | labels: bug 6 | assignees: FL33TW00D 7 | 8 | --- 9 | 10 | **Describe the bug** 11 | A clear and concise description of what the bug is. 12 | 13 | **To Reproduce** 14 | Steps to reproduce the behavior: 15 | 1. Go to '...' 16 | 2. Click on '....' 17 | 3. Scroll down to '....' 18 | 4. See error 19 | 20 | **Desktop (please complete the following information):** 21 | - OS: [Only MacOS + Windows are currently supported] 22 | - Browser [Only Chrome >=113 is supported] 23 | - Version [e.g. 22] 24 | 25 | 26 | **Additional context** 27 | Add any other context about the problem here. 28 | -------------------------------------------------------------------------------- /.github/whisper-turbo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FL33TW00D/whisper-turbo/54916ad654a24b6424ca2052651dc384de7d66ed/.github/whisper-turbo.png -------------------------------------------------------------------------------- /.github/workflows/release_package.yml: -------------------------------------------------------------------------------- 1 | name: Release package 2 | on: 3 | workflow_dispatch: 4 | inputs: 5 | release-type: 6 | description: 'Release type (one of): patch, minor, major, prepatch, preminor, premajor, prerelease' 7 | required: true 8 | jobs: 9 | release: 10 | runs-on: ubuntu-latest 11 | steps: 12 | # Checkout project repository 13 | - name: Checkout 14 | uses: actions/checkout@v3 15 | 16 | # Setup Node.js environment 17 | - name: Setup Node.js 18 | uses: actions/setup-node@v3 19 | with: 20 | registry-url: https://registry.npmjs.org/ 21 | node-version: '16' 22 | 23 | - name: Install pnpm 24 | uses: pnpm/action-setup@v2 25 | with: 26 | version: 8 27 | 28 | - name: Install dependencies 29 | run: pnpm install 30 | 31 | - name: Run build 32 | run: pnpm run build 33 | 34 | # Configure Git 35 | - name: Git configuration 36 | run: | 37 | git config --global user.email "fleetwoodpersonal@gmail.com" 38 | git config --global user.name "GitHub Actions" 39 | 40 | # Bump package version 41 | # Use tag latest 42 | - name: Bump release version 43 | if: startsWith(github.event.inputs.release-type, 'pre') != true 44 | run: | 45 | echo "NEW_VERSION=$(npm --no-git-tag-version version $RELEASE_TYPE)" >> $GITHUB_ENV 46 | echo "RELEASE_TAG=latest" >> $GITHUB_ENV 47 | env: 48 | RELEASE_TYPE: ${{ github.event.inputs.release-type }} 49 | 50 | # Bump package pre-release version 51 | # Use tag beta for pre-release versions 52 | - name: Bump pre-release version 53 | if: startsWith(github.event.inputs.release-type, 'pre') 54 | run: | 55 | echo "NEW_VERSION=$(npm --no-git-tag-version --preid=beta version $RELEASE_TYPE 56 | echo "RELEASE_TAG=beta" >> $GITHUB_ENV 57 | env: 58 | RELEASE_TYPE: ${{ github.event.inputs.release-type }} 59 | 60 | # Commit changes 61 | - name: Commit package.json changes and create tag 62 | run: | 63 | git add "package.json" "pnpm-lock.yaml" 64 | git commit -m "chore: release ${{ env.NEW_VERSION }}" 65 | git tag ${{ env.NEW_VERSION }} 66 | 67 | # Publish version to public repository 68 | - name: Publish 69 | run: npm publish --verbose --access public --tag ${{ env.RELEASE_TAG }} 70 | env: 71 | NODE_AUTH_TOKEN: ${{ secrets.NPMJS_RELEASE_TOKEN }} 72 | 73 | - name: Bump playground 74 | working-directory: "./playground" 75 | run: | 76 | pnpm install whisper-turbo@${{ env.NEW_VERSION }} 77 | git add "package.json" "pnpm-lock.yaml" 78 | git commit -m "chore: bump whisper-turbo" 79 | 80 | # Push repository changes 81 | - name: Push changes to repository 82 | env: 83 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 84 | run: | 85 | git push origin && git push --tags 86 | 87 | # Update GitHub release with changelog 88 | - name: Update GitHub release documentation 89 | uses: softprops/action-gh-release@v1 90 | with: 91 | tag_name: ${{ env.NEW_VERSION }} 92 | body: "New release" 93 | prerelease: ${{ startsWith(github.event.inputs.release-type, 'pre') }} 94 | env: 95 | GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 96 | 97 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.seed 2 | *.log 3 | *.csv 4 | *.dat 5 | *.out 6 | *.pid 7 | *.gz 8 | *.swp 9 | 10 | pids 11 | logs 12 | results 13 | tmp 14 | 15 | # Build 16 | public/css/main.css 17 | 18 | # Coverage reports 19 | coverage 20 | 21 | # API keys and secrets 22 | .env 23 | 24 | # Dependency directory 25 | node_modules 26 | bower_components 27 | 28 | # Editors 29 | .idea 30 | *.iml 31 | 32 | # OS metadata 33 | .DS_Store 34 | Thumbs.db 35 | 36 | # Ignore built ts files 37 | dist/**/* 38 | 39 | # ignore yarn.lock 40 | yarn.lock 41 | 42 | .next 43 | **/tokenizer.json 44 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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2 | 3 |

Demo Site | Documentation | Roadmap

4 |
5 | 6 | ## What is Whisper Turbo? 7 | 8 | Whisper Turbo is a fast, **cross-platform** Whisper implementation, designed to run entirely client-side in your browser/electron app. 9 | 10 | 11 | Check out the Rust library behind Whisper Turbo, [Ratchet](https://github.com/FL33TW00D/ratchet) 12 | 13 | ## Demo 14 | 15 | https://github.com/FL33TW00D/whisper-turbo/assets/45471420/1e19aa1f-bb56-4b5c-bc00-e79aabb4d1e0 16 | 17 | ## Supported Platforms 18 | 19 | WebGPU is only officially supported on Chromium based browsers running on Windows & MacOS. 20 | For more information, check out [Supported Platforms](https://ratchet.sh/whisper-turbo/platforms) 21 | 22 | ## Want to get involved? 23 | 24 | - Are you a GPU wizard? 25 | - Do you know what a HRTB is in Rust? 26 | - Do you know what is going on [here](https://github.com/RuyiLi/cursed-typescript/blob/master/random/game-of-life.ts)? 27 | - Reach out: chris@fleetwood.dev 28 | -------------------------------------------------------------------------------- /justfile: -------------------------------------------------------------------------------- 1 | push-hf: 2 | git push space `git subtree split --prefix playground/out main`:main --force 3 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "whisper-turbo", 3 | "version": "0.11.0", 4 | "author": "Christopher Fleetwood ", 5 | "description": "GPU accelerated Whisper", 6 | "repository": "FL33TW00D/whisper-turbo", 7 | "keywords": [ 8 | "rust", 9 | "WebGPU", 10 | "ML", 11 | "Machine Learning", 12 | "AI" 13 | ], 14 | "main": "dist/index.js", 15 | "types": "dist/index.d.ts", 16 | "devDependencies": { 17 | "@types/node": "^14.18.63", 18 | "@types/uuid": "^9.0.6", 19 | "@typescript-eslint/eslint-plugin": "^6.9.1", 20 | "@typescript-eslint/parser": "^6.9.1", 21 | "eslint": "^8.52.0", 22 | "typescript": "~4.7.4" 23 | }, 24 | "scripts": { 25 | "build": "rm -rf ./dist && tsc", 26 | "format": "prettier --write \"src/**/*.ts\"", 27 | "lint": "eslint ./src" 28 | }, 29 | "dependencies": { 30 | "comlink": "4.3.1", 31 | "fix-webm-duration": "^1.0.5", 32 | "idb": "^7.1.1", 33 | "p-retry": "^5.1.2", 34 | "true-myth": "^6.2.0", 35 | "uuid": "^9.0.1", 36 | "whisper-webgpu": "0.10.0" 37 | }, 38 | "files": [ 39 | "dist/**/*" 40 | ] 41 | } 42 | -------------------------------------------------------------------------------- /playground/.eslintrc.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | env: { 3 | browser: true, 4 | es2021: true, 5 | }, 6 | extends: [ 7 | "eslint:recommended", 8 | "plugin:@typescript-eslint/eslint-recommended", 9 | "plugin:@typescript-eslint/recommended", 10 | "next/core-web-vitals", 11 | ], 12 | }; 13 | -------------------------------------------------------------------------------- /playground/README.md: -------------------------------------------------------------------------------- 1 | This is a [Next.js](https://nextjs.org/) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app). 2 | 3 | ## Getting Started 4 | 5 | First, run the development server: 6 | 7 | ```bash 8 | npm run dev 9 | # or 10 | yarn dev 11 | # or 12 | pnpm dev 13 | ``` 14 | 15 | Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. 16 | 17 | You can start editing the page by modifying `pages/index.tsx`. The page auto-updates as you edit the file. 18 | 19 | [API routes](https://nextjs.org/docs/api-routes/introduction) can be accessed on [http://localhost:3000/api/hello](http://localhost:3000/api/hello). This endpoint can be edited in `pages/api/hello.ts`. 20 | 21 | The `pages/api` directory is mapped to `/api/*`. Files in this directory are treated as [API routes](https://nextjs.org/docs/api-routes/introduction) instead of React pages. 22 | 23 | This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font. 24 | 25 | ## Learn More 26 | 27 | To learn more about Next.js, take a look at the following resources: 28 | 29 | - [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API. 30 | - [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial. 31 | 32 | You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js/) - your feedback and contributions are welcome! 33 | 34 | ## Deploy on Vercel 35 | 36 | The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js. 37 | 38 | Check out our [Next.js deployment documentation](https://nextjs.org/docs/deployment) for more details. 39 | -------------------------------------------------------------------------------- /playground/next-env.d.ts: -------------------------------------------------------------------------------- 1 | /// 2 | /// 3 | 4 | // NOTE: This file should not be edited 5 | // see https://nextjs.org/docs/basic-features/typescript for more information. 6 | -------------------------------------------------------------------------------- /playground/next.config.js: -------------------------------------------------------------------------------- 1 | /** @type {import('next').NextConfig} */ 2 | const nextConfig = { 3 | reactStrictMode: true, 4 | transpilePackages: ['whisper-turbo'], 5 | }; 6 | 7 | module.exports = nextConfig; 8 | -------------------------------------------------------------------------------- /playground/package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "playground", 3 | "version": "0.1.0", 4 | "scripts": { 5 | "dev": "next dev", 6 | "build": "next build", 7 | "start": "next start", 8 | "lint": "next lint" 9 | }, 10 | "dependencies": { 11 | "@next/font": "13.1.0", 12 | "@typescript-eslint/eslint-plugin": "^5.62.0", 13 | "next": "13.1.0", 14 | "react": "^18.2.0", 15 | "react-dom": "^18.2.0", 16 | "react-hot-toast": "^2.4.1", 17 | "react-responsive-modal": "^6.4.2", 18 | "true-myth": "^7.1.0", 19 | "whisper-turbo": "^0.11.0" 20 | }, 21 | "devDependencies": { 22 | "@tailwindcss/typography": "^0.5.10", 23 | "@types/node": "18.11.9", 24 | "@types/react": "18.0.25", 25 | "@types/react-dom": "18.0.9", 26 | "autoprefixer": "^10.4.16", 27 | "eslint": "8.28.0", 28 | "eslint-config-next": "13.0.5", 29 | "postcss": "^8.4.31", 30 | "tailwindcss": "^3.3.5", 31 | "typescript": "4.9.3" 32 | } 33 | } 34 | -------------------------------------------------------------------------------- /playground/postcss.config.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | plugins: { 3 | tailwindcss: {}, 4 | autoprefixer: {}, 5 | }, 6 | } 7 | -------------------------------------------------------------------------------- /playground/public/chrome.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FL33TW00D/whisper-turbo/54916ad654a24b6424ca2052651dc384de7d66ed/playground/public/chrome.png -------------------------------------------------------------------------------- /playground/public/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FL33TW00D/whisper-turbo/54916ad654a24b6424ca2052651dc384de7d66ed/playground/public/favicon.ico -------------------------------------------------------------------------------- /playground/public/next.svg: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /playground/public/vercel.svg: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /playground/public/whisper-turbo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FL33TW00D/whisper-turbo/54916ad654a24b6424ca2052651dc384de7d66ed/playground/public/whisper-turbo.png -------------------------------------------------------------------------------- /playground/src/components/configModal.tsx: -------------------------------------------------------------------------------- 1 | import React, { useState, useEffect } from "react"; 2 | import Modal from "react-responsive-modal"; 3 | import { Task } from "whisper-turbo"; 4 | import LanguageDropdown from "./languageDropdown"; 5 | import SuppressComponent from "./suppressSelector"; 6 | import TaskComponent from "./taskSelector"; 7 | 8 | interface ConfigModalProps { 9 | isModalOpen: boolean; 10 | setIsModalOpen: React.Dispatch>; 11 | configOptions: ConfigOptions; 12 | setConfigOptions: React.Dispatch>; 13 | } 14 | 15 | export interface ConfigOptions { 16 | language: string | null; 17 | task: Task; 18 | suppress_non_speech: boolean; 19 | } 20 | 21 | const ConfigModal = (props: ConfigModalProps) => { 22 | useEffect(() => { 23 | //@ts-ignore 24 | if (!navigator.gpu) { 25 | props.setIsModalOpen(true); 26 | return; 27 | } 28 | }, []); 29 | 30 | const handleModalClose = () => { 31 | props.setIsModalOpen(false); 32 | }; 33 | 34 | const closeIcon = ( 35 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | ); 60 | 61 | return ( 62 | <> 63 | 72 |
78 |
79 | 80 | 81 | 82 |
83 |
84 | 85 | 86 | ); 87 | }; 88 | 89 | export default ConfigModal; 90 | -------------------------------------------------------------------------------- /playground/src/components/controlPanel.tsx: -------------------------------------------------------------------------------- 1 | import { useState, useRef, useEffect } from "react"; 2 | import { 3 | AvailableModels, 4 | InferenceSession, 5 | SessionManager, 6 | Segment, 7 | DecodingOptionsBuilder, 8 | initialize, 9 | Task 10 | } from "whisper-turbo"; 11 | import toast from "react-hot-toast"; 12 | import { humanFileSize } from "../util"; 13 | import ProgressBar from "./progressBar"; 14 | import ModelSelector from "./modelSelector"; 15 | import MicButton, { AudioMetadata } from "./micButton"; 16 | import GearIcon from "./gearIcon"; 17 | import ConfigModal, { ConfigOptions } from "./configModal"; 18 | 19 | export interface Transcript { 20 | segments: Array; 21 | } 22 | 23 | interface ControlPanelProps { 24 | transcript: Transcript; 25 | setTranscript: React.Dispatch>; 26 | setDownloadAvailable: React.Dispatch>; 27 | } 28 | 29 | const ControlPanel = (props: ControlPanelProps) => { 30 | const session = useRef(null); 31 | const [selectedModel, setSelectedModel] = useState( 32 | null 33 | ); 34 | const [modelLoading, setModelLoading] = useState(false); 35 | const [loadedModel, setLoadedModel] = useState( 36 | null 37 | ); 38 | const [audioData, setAudioData] = useState(null); 39 | const [audioMetadata, setAudioMetadata] = useState( 40 | null 41 | ); 42 | const [blobUrl, setBlobUrl] = useState(null); 43 | const [loaded, setLoaded] = useState(false); 44 | const [progress, setProgress] = useState(0); 45 | const [transcribing, setTranscribing] = useState(false); 46 | const [isConfigOpen, setIsConfigOpen] = useState(false); 47 | const [configOptions, setConfigOptions] = useState({ 48 | language: null, 49 | task: Task.Transcribe, 50 | suppress_non_speech: true, 51 | }); 52 | 53 | useEffect(() => { 54 | if (loadedModel && selectedModel != loadedModel && !transcribing) { 55 | setLoaded(false); 56 | setProgress(0); 57 | } 58 | }, [selectedModel]); 59 | 60 | const handleAudioFile = () => async (event: any) => { 61 | const file = event.target.files[0]; 62 | if (!file) { 63 | return; 64 | } 65 | const reader = new FileReader(); 66 | reader.onload = () => { 67 | setAudioData(new Uint8Array(reader.result as ArrayBuffer)); 68 | setAudioMetadata({ 69 | file: file, 70 | fromMic: false, 71 | }); 72 | setBlobUrl(URL.createObjectURL(file)); 73 | }; 74 | reader.readAsArrayBuffer(file); 75 | }; 76 | 77 | const loadModel = async () => { 78 | if (session.current) { 79 | session.current.destroy(); 80 | } 81 | if (modelLoading) { 82 | return; 83 | } 84 | if (!selectedModel) { 85 | console.error("No model selected"); 86 | return; 87 | } 88 | setModelLoading(true); 89 | 90 | const manager = new SessionManager(); 91 | const loadResult = await manager.loadModel( 92 | selectedModel, 93 | () => { 94 | setLoaded(true); 95 | setLoadedModel(selectedModel); 96 | }, 97 | (p: number) => setProgress(p) 98 | ); 99 | if (loadResult.isErr) { 100 | toast.error(loadResult.error.message); 101 | } else { 102 | setModelLoading(false); 103 | session.current = loadResult.value; 104 | } 105 | }; 106 | 107 | const runSession = async () => { 108 | if (!session.current) { 109 | toast.error("No model loaded"); 110 | return; 111 | } 112 | if (!audioData) { 113 | toast.error("No audio file loaded"); 114 | return; 115 | } 116 | props.setTranscript((transcript: Transcript) => { 117 | return { 118 | ...transcript, 119 | segments: [], 120 | }; 121 | }); 122 | setTranscribing(true); 123 | await initialize(); 124 | let builder = new DecodingOptionsBuilder(); 125 | if (configOptions.language) 126 | builder = builder.setLanguage(configOptions.language); 127 | if (configOptions.suppress_non_speech) 128 | builder = builder.setSuppressTokens(Int32Array.from([-1])); 129 | else 130 | builder = builder.setSuppressTokens(Int32Array.from([])); 131 | 132 | builder = builder.setTask(configOptions.task); 133 | const options = builder.build(); 134 | console.log("Options: ", options); 135 | 136 | await session.current.transcribe( 137 | audioData!, 138 | audioMetadata!.fromMic, 139 | options, 140 | (s: Segment) => { 141 | console.log(s); 142 | if (s.last) { 143 | setTranscribing(false); 144 | props.setDownloadAvailable(true); 145 | return; 146 | } 147 | props.setTranscript((transcript: Transcript) => { 148 | return { 149 | ...transcript, 150 | segments: [...transcript.segments, s], 151 | }; 152 | }); 153 | } 154 | ); 155 | }; 156 | 157 | return ( 158 | <> 159 | 165 |
166 |
167 | 171 | window.open( 172 | "https://github.com/FL33TW00D/whisper-turbo", 173 | "_blank" 174 | ) 175 | } 176 | /> 177 |
178 |
179 | 185 | 186 | {selectedModel != loadedModel && progress == 0 && ( 187 |
188 | 194 |
195 | )} 196 |
197 |
198 |
199 | 202 | 221 | 229 |
230 | 235 |
236 | {blobUrl && ( 237 |
238 | 241 | 255 |
256 | )} 257 |
258 | 259 |
260 | 273 | 274 | 280 |
281 |
282 |
283 |

284 | Built by{" "} 285 | 289 | @fleetwood 290 | 291 |

292 |
293 |
294 | 295 | ); 296 | }; 297 | 298 | export default ControlPanel; 299 | -------------------------------------------------------------------------------- /playground/src/components/gearIcon.tsx: -------------------------------------------------------------------------------- 1 | const GearIcon = () => { 2 | return ( 3 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 42 | 49 | 56 | 57 | 58 | 65 | 72 | 79 | 86 | 93 | 100 | 107 | 114 | 121 | 128 | 135 | 136 | 137 | 138 | ); 139 | }; 140 | 141 | export default GearIcon; 142 | -------------------------------------------------------------------------------- /playground/src/components/languageDropdown.tsx: -------------------------------------------------------------------------------- 1 | import React, { useState } from "react"; 2 | import { ConfigOptions } from "./configModal"; 3 | 4 | const AvailableLanguages = { 5 | en: "English", 6 | zh: "Chinese", 7 | de: "German", 8 | es: "Spanish", 9 | ru: "Russian", 10 | ko: "Korean", 11 | fr: "French", 12 | ja: "Japanese", 13 | pt: "Portuguese", 14 | tr: "Turkish", 15 | pl: "Polish", 16 | ca: "Catalan", 17 | nl: "Dutch", 18 | ar: "Arabic", 19 | sv: "Swedish", 20 | it: "Italian", 21 | id: "Indonesian", 22 | hi: "Hindi", 23 | fi: "Finnish", 24 | vi: "Vietnamese", 25 | he: "Hebrew", 26 | uk: "Ukrainian", 27 | el: "Greek", 28 | ms: "Malay", 29 | cs: "Czech", 30 | ro: "Romanian", 31 | da: "Danish", 32 | hu: "Hungarian", 33 | ta: "Tamil", 34 | no: "Norwegian", 35 | th: "Thai", 36 | ur: "Urdu", 37 | hr: "Croatian", 38 | bg: "Bulgarian", 39 | lt: "Lithuanian", 40 | la: "Latin", 41 | mi: "Maori", 42 | ml: "Malayalam", 43 | cy: "Welsh", 44 | sk: "Slovak", 45 | te: "Telugu", 46 | fa: "Persian", 47 | lv: "Latvian", 48 | bn: "Bengali", 49 | sr: "Serbian", 50 | az: "Azerbaijani", 51 | sl: "Slovenian", 52 | kn: "Kannada", 53 | et: "Estonian", 54 | mk: "Macedonian", 55 | br: "Breton", 56 | eu: "Basque", 57 | is: "Icelandic", 58 | hy: "Armenian", 59 | ne: "Nepali", 60 | mn: "Mongolian", 61 | bs: "Bosnian", 62 | kk: "Kazakh", 63 | sq: "Albanian", 64 | sw: "Swahili", 65 | gl: "Galician", 66 | mr: "Marathi", 67 | pa: "Punjabi", 68 | si: "Sinhala", 69 | km: "Khmer", 70 | sn: "Shona", 71 | yo: "Yoruba", 72 | so: "Somali", 73 | af: "Afrikaans", 74 | oc: "Occitan", 75 | ka: "Georgian", 76 | be: "Belarusian", 77 | tg: "Tajik", 78 | sd: "Sindhi", 79 | gu: "Gujarati", 80 | am: "Amharic", 81 | yi: "Yiddish", 82 | lo: "Lao", 83 | uz: "Uzbek", 84 | fo: "Faroese", 85 | ht: "Haitian creole", 86 | ps: "Pashto", 87 | tk: "Turkmen", 88 | nn: "Nynorsk", 89 | mt: "Maltese", 90 | sa: "Sanskrit", 91 | lb: "Luxembourgish", 92 | my: "Myanmar", 93 | bo: "Tibetan", 94 | tl: "Tagalog", 95 | mg: "Malagasy", 96 | as: "Assamese", 97 | tt: "Tatar", 98 | haw: "Hawaiian", 99 | ln: "Lingala", 100 | ha: "Hausa", 101 | ba: "Bashkir", 102 | jw: "Javanese", 103 | su: "Sundanese", 104 | yue: "Cantonese", 105 | }; 106 | 107 | interface LanguageDropdownProps { 108 | configOptions: ConfigOptions; 109 | setConfigOptions: React.Dispatch>; 110 | } 111 | 112 | const LanguageDropdown = (props: LanguageDropdownProps) => { 113 | const [open, setOpen] = useState(false); 114 | const [selectedLanguage, setSelectedLanguage] = useState( 115 | props.configOptions.language 116 | ); 117 | 118 | const toggleOpen = () => setOpen((prev) => !prev); 119 | 120 | const selectLanguage = (lang: string) => { 121 | props.setConfigOptions((prev: ConfigOptions) => ({ 122 | ...prev, 123 | language: lang, 124 | })); 125 | setSelectedLanguage(lang); 126 | setOpen(false); 127 | }; 128 | 129 | return ( 130 |
131 |
132 | 138 | 159 |
160 | 161 | {open && ( 162 |
163 |
169 | {Object.entries(AvailableLanguages).map( 170 | ([lang, name]) => ( 171 | selectLanguage(lang)} 177 | > 178 | {name} 179 | 180 | ) 181 | )} 182 |
183 |
184 | )} 185 |
186 | ); 187 | }; 188 | 189 | export default LanguageDropdown; 190 | -------------------------------------------------------------------------------- /playground/src/components/layout.tsx: -------------------------------------------------------------------------------- 1 | import Head from "next/head"; 2 | import { Toaster } from "react-hot-toast"; 3 | import React from "react"; 4 | 5 | export const siteTitle = "Whisper Turbo"; 6 | 7 | type LayoutProps = { 8 | children: React.ReactNode; 9 | title: string; 10 | }; 11 | 12 | export default function Layout(props: LayoutProps) { 13 | return ( 14 |
22 | 23 | {props.title} 24 | 25 | 26 | 30 | 31 |
32 | 33 |
{props.children}
34 |
35 |
36 | ); 37 | } 38 | -------------------------------------------------------------------------------- /playground/src/components/micButton.tsx: -------------------------------------------------------------------------------- 1 | import { useState } from "react"; 2 | import { MicRecorder } from "whisper-turbo"; 3 | 4 | const SAMPLE_RATE = 16000; 5 | 6 | interface MicButtonProps { 7 | setBlobUrl: (blobUrl: string) => void; 8 | setAudioData: (audioData: Uint8Array) => void; 9 | setAudioMetadata: (audioMetadata: AudioMetadata) => void; 10 | } 11 | 12 | export interface AudioMetadata { 13 | file: File; 14 | fromMic: boolean; 15 | } 16 | 17 | const MicButton = (props: MicButtonProps) => { 18 | const [mic, setMic] = useState(null); 19 | const [isRecording, setIsRecording] = useState(false); 20 | 21 | const handleRecord = async () => { 22 | setMic(await MicRecorder.start()); 23 | }; 24 | 25 | const handleStop = async () => { 26 | if (!mic) { 27 | return; 28 | } 29 | let recording = await mic.stop(); 30 | let ctx = new AudioContext({ sampleRate: SAMPLE_RATE }); 31 | let resampled = await ctx.decodeAudioData(recording.buffer); 32 | let ch0 = resampled.getChannelData(0); 33 | props.setAudioData(new Uint8Array(ch0.buffer)); 34 | 35 | let blob = recording.blob; 36 | props.setAudioMetadata({ 37 | file: new File([blob], "recording.wav"), 38 | fromMic: true, 39 | }); 40 | props.setBlobUrl(URL.createObjectURL(blob)); 41 | setMic(null); 42 | }; 43 | 44 | const handleClick = async () => { 45 | if (isRecording) { 46 | await handleStop(); 47 | } else { 48 | await handleRecord(); 49 | } 50 | setIsRecording(!isRecording); 51 | }; 52 | 53 | return ( 54 |
55 | 56 | 90 |
91 | ); 92 | }; 93 | 94 | export default MicButton; 95 | -------------------------------------------------------------------------------- /playground/src/components/modal.tsx: -------------------------------------------------------------------------------- 1 | import React, { useState, useEffect } from "react"; 2 | import Modal from "react-responsive-modal"; 3 | 4 | const WebGPUModal = () => { 5 | const [hasWebGPU, setHasWebGPU] = useState(false); 6 | const [isModalOpen, setIsModalOpen] = useState(true); 7 | 8 | useEffect(() => { 9 | //@ts-ignore 10 | if (!navigator.gpu) { 11 | setIsModalOpen(true); 12 | return; 13 | } 14 | setHasWebGPU(true); 15 | }, []); 16 | 17 | const handleModalClose = () => { 18 | setIsModalOpen(false); 19 | }; 20 | 21 | const closeIcon = ( 22 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | ); 47 | 48 | return ( 49 | <> 50 | {!hasWebGPU ? ( 51 | 60 |
66 |
67 |

68 | Uh oh! It looks like your browser doesn't 69 | support WebGPU. Please try again in a different 70 | browser. 71 |

72 |
73 |
74 | 75 | ) : ( 76 | <> 77 | )} 78 | 79 | ); 80 | }; 81 | 82 | export default WebGPUModal; 83 | -------------------------------------------------------------------------------- /playground/src/components/modelSelector.tsx: -------------------------------------------------------------------------------- 1 | import { useState } from "react"; 2 | import { AvailableModels, ModelSizes } from "whisper-turbo"; 3 | import { humanFileSize } from "../util"; 4 | 5 | interface ModelSelectorProps { 6 | selectedModel: AvailableModels | null; 7 | setSelectedModel: (model: AvailableModels) => void; 8 | loaded: boolean; 9 | progress: number; 10 | } 11 | 12 | const ModelSelector = (props: ModelSelectorProps) => { 13 | const { selectedModel, setSelectedModel, loaded, progress } = props; 14 | 15 | const [dropdownOpen, setDropdownOpen] = useState(false); 16 | 17 | const displayModels = () => { 18 | const models = Object.values(AvailableModels).slice(0, -1); 19 | const sizes = Array.from(ModelSizes.values()).slice(0, -1); 20 | const zipped = models.map((model, i) => [model, sizes[i]]); 21 | return zipped.map((model, idx) => ( 22 |
  • 23 | { 28 | setSelectedModel(model[0] as AvailableModels); 29 | setDropdownOpen(false); 30 | }} 31 | > 32 | {fmtModel(model[0] as AvailableModels)}{" "} 33 | {humanFileSize(model[1] as number)} 34 | 35 |
    • 36 | )); 37 | }; 38 | 39 | const fmtModel = (model: AvailableModels) => { 40 | let name = model as string; 41 | name = name.charAt(0).toUpperCase() + name.slice(1); 42 | return name; 43 | }; 44 | 45 | return ( 46 | <> 47 |
    48 | 51 | {progress > 0 && !loaded && ( 52 | 55 | )} 56 |
    57 |
    58 | 75 |
      81 | {displayModels()} 82 |
    83 |
    84 | 85 | ); 86 | }; 87 | 88 | export default ModelSelector; 89 | -------------------------------------------------------------------------------- /playground/src/components/progressBar.tsx: -------------------------------------------------------------------------------- 1 | const ProgressBar = ({ progress, loaded }: any) => { 2 | return ( 3 | <> 4 | {progress > 0 && progress < 100 && !loaded && ( 5 |
    6 |
    7 |
    11 |
    12 |
    13 | )} 14 | 15 | ); 16 | }; 17 | 18 | export default ProgressBar; 19 | -------------------------------------------------------------------------------- /playground/src/components/suppressSelector.tsx: -------------------------------------------------------------------------------- 1 | import React, { useState } from "react"; 2 | import { ConfigOptions } from "./configModal"; 3 | 4 | interface SuppressComponentProps { 5 | configOptions: ConfigOptions; 6 | setConfigOptions: React.Dispatch>; 7 | } 8 | 9 | const SuppressComponent = (props: SuppressComponentProps) => { 10 | const [checkedState, setCheckedState] = useState({ 11 | suppress_non_speech: props.configOptions.suppress_non_speech 12 | }); 13 | 14 | const handleOnChange = (event: React.ChangeEvent) => { 15 | setCheckedState({ 16 | ...checkedState, 17 | [event.target.name]: event.target.checked 18 | }); 19 | 20 | props.setConfigOptions({ 21 | ...props.configOptions, 22 | suppress_non_speech: event.target.checked 23 | }); 24 | }; 25 | 26 | return ( 27 |
    28 | 29 |
    30 |
    31 | 34 | 42 |
    43 |
    44 |
    45 | ); 46 | }; 47 | 48 | export default SuppressComponent; 49 | -------------------------------------------------------------------------------- /playground/src/components/taskSelector.tsx: -------------------------------------------------------------------------------- 1 | import React, { useState } from "react"; 2 | import { ConfigOptions } from "./configModal"; 3 | import { Task } from "whisper-turbo"; 4 | 5 | interface TaskComponentProps { 6 | configOptions: ConfigOptions; 7 | setConfigOptions: React.Dispatch>; 8 | } 9 | 10 | const TaskComponent = (props: TaskComponentProps) => { 11 | let state = { 12 | translate: props.configOptions.task === Task.Translate, 13 | transcribe: props.configOptions.task === Task.Transcribe, 14 | }; 15 | 16 | const [checkedState, setCheckedState] = useState(state); 17 | 18 | const handleOnChange = (event: React.ChangeEvent) => { 19 | setCheckedState({ 20 | ...checkedState, 21 | [event.target.name]: event.target.checked, 22 | }); 23 | if (event.target.name === "translate") 24 | setCheckedState({ 25 | translate: event.target.checked, 26 | transcribe: !event.target.checked, 27 | }); 28 | if (event.target.name === "transcribe") 29 | setCheckedState({ 30 | translate: !event.target.checked, 31 | transcribe: event.target.checked, 32 | }); 33 | props.setConfigOptions((prev: ConfigOptions) => ({ 34 | ...prev, 35 | task: 36 | event.target.name === "translate" 37 | ? Task.Translate 38 | : Task.Transcribe, 39 | })); 40 | }; 41 | 42 | return ( 43 |
    44 | 45 |
    46 |
    47 | 50 | 58 |
    59 | 60 |
    61 | 64 | 72 |
    73 |
    74 |
    75 | ); 76 | }; 77 | 78 | export default TaskComponent; 79 | -------------------------------------------------------------------------------- /playground/src/pages/_app.tsx: -------------------------------------------------------------------------------- 1 | import '../styles/globals.css'; 2 | import type { AppProps } from 'next/app' 3 | import "react-responsive-modal/styles.css"; 4 | 5 | export default function App({ Component, pageProps }: AppProps) { 6 | return 7 | } 8 | -------------------------------------------------------------------------------- /playground/src/pages/_document.tsx: -------------------------------------------------------------------------------- 1 | import { Html, Head, Main, NextScript } from 'next/document' 2 | 3 | export default function Document() { 4 | return ( 5 | 6 | 7 | 8 |
    9 | 10 | 11 | 12 | ) 13 | } 14 | -------------------------------------------------------------------------------- /playground/src/pages/api/hello.ts: -------------------------------------------------------------------------------- 1 | // Next.js API route support: https://nextjs.org/docs/api-routes/introduction 2 | import type { NextApiRequest, NextApiResponse } from 'next' 3 | 4 | type Data = { 5 | name: string 6 | } 7 | 8 | export default function handler( 9 | req: NextApiRequest, 10 | res: NextApiResponse 11 | ) { 12 | res.status(200).json({ name: 'John Doe' }) 13 | } 14 | -------------------------------------------------------------------------------- /playground/src/pages/index.tsx: -------------------------------------------------------------------------------- 1 | import type { NextPage } from "next"; 2 | import { VT323 } from "@next/font/google"; 3 | import { useState } from "react"; 4 | import Layout from "../components/layout"; 5 | import WebGPUModal from "../components/modal"; 6 | import { Segment } from "whisper-turbo"; 7 | import ControlPanel, { Transcript } from "../components/controlPanel"; 8 | 9 | const vt = VT323({ weight: "400", display: "swap" }); 10 | 11 | const Home: NextPage = () => { 12 | const [transcript, setTranscript] = useState({ 13 | segments: [], 14 | }); 15 | const [downloadAvailable, setDownloadAvailable] = useState(false); 16 | 17 | const handleDownload = () => { 18 | const jsonData = JSON.stringify(transcript); 19 | const blob = new Blob([jsonData], { type: "application/json" }); 20 | const url = URL.createObjectURL(blob); 21 | 22 | const link = document.createElement("a"); 23 | link.download = "transcript.json"; 24 | link.href = url; 25 | 26 | link.click(); 27 | link.remove(); 28 | }; 29 | 30 | return ( 31 | 32 |
    33 |
    34 | 39 |
    40 |
    41 |
    42 | {transcript && 43 | transcript.segments.map( 44 | (segment: Segment) => { 45 | return ( 46 |
    50 |
    53 |
    54 | {segment.start} 55 |
    56 |
    57 | {segment.text} 58 |
    59 |
    60 | {segment.stop} 61 |
    62 |
    63 |
    64 | ); 65 | } 66 | )} 67 | {downloadAvailable ? ( 68 |
    69 | 75 |
    76 | ) : ( 77 | <> 78 | )} 79 |
    80 |
    81 |
    82 |
    83 |
    84 | 85 |     86 | ); 87 | }; 88 | 89 | export default Home; 90 | -------------------------------------------------------------------------------- /playground/src/styles/Home.module.css: -------------------------------------------------------------------------------- 1 | .container { 2 | padding: 0 2rem; 3 | } 4 | 5 | .main { 6 | min-height: 100vh; 7 | padding: 4rem 0; 8 | flex: 1; 9 | display: flex; 10 | flex-direction: column; 11 | justify-content: center; 12 | align-items: center; 13 | } 14 | 15 | .title a { 16 | color: #0070f3; 17 | text-decoration: none; 18 | } 19 | 20 | .title a:hover, 21 | .title a:focus, 22 | .title a:active { 23 | text-decoration: underline; 24 | } 25 | 26 | .title { 27 | margin: 0; 28 | line-height: 1.15; 29 | font-size: 4rem; 30 | text-align: center; 31 | } 32 | 33 | .example { 34 | margin: 4rem 0; 35 | line-height: 1.5; 36 | font-size: 1.5rem; 37 | text-align: center; 38 | } 39 | 40 | @media (max-width: 600px) { 41 | .title { 42 | font-size: 3rem; 43 | } 44 | } 45 | 46 | -------------------------------------------------------------------------------- /playground/src/styles/globals.css: -------------------------------------------------------------------------------- 1 | @tailwind base; 2 | @tailwind components; 3 | @tailwind utilities; 4 | 5 | html, 6 | body { 7 | padding: 0; 8 | margin: 0; 9 | font-family: -apple-system, BlinkMacSystemFont, Segoe UI, Roboto, Oxygen, 10 | Ubuntu, Cantarell, Fira Sans, Droid Sans, Helvetica Neue, sans-serif; 11 | } 12 | 13 | a { 14 | color: inherit; 15 | text-decoration: none; 16 | } 17 | 18 | * { 19 | box-sizing: border-box; 20 | } 21 | 22 | :root { 23 | --foreground-rgb: 0, 0, 0; 24 | --background-start-rgb: 214, 219, 220; 25 | --background-end-rgb: 255, 255, 255; 26 | } 27 | 28 | @media (prefers-color-scheme: dark) { 29 | :root { 30 | --foreground-rgb: 255, 255, 255; 31 | --background-start-rgb: 0, 0, 0; 32 | --background-end-rgb: 0, 0, 0; 33 | } 34 | } 35 | 36 | body { 37 | color: rgb(var(--foreground-rgb)); 38 | background: linear-gradient( 39 | to bottom, 40 | transparent, 41 | rgb(var(--background-end-rgb)) 42 | ) 43 | rgb(var(--background-start-rgb)); 44 | } 45 | 46 | audio::-webkit-media-controls-current-time-display { 47 | font-family: "__VT323_2a9463"; 48 | font-size: 1.2rem; 49 | } 50 | 51 | audio::-webkit-media-controls-time-remaining-display { 52 | font-family: "__VT323_2a9463"; 53 | font-size: 1.2rem; 54 | } 55 | 56 | audio::-webkit-media-controls-enclosure { 57 | border-radius: 0; 58 | border: 2px solid black; 59 | } 60 | 61 | .loader { 62 | animation: spin 1s linear infinite; 63 | height: 10px; 64 | width: 10px; 65 | margin: -5px; 66 | scale: 0.5; 67 | } 68 | 69 | @keyframes spin { 70 | 0% { 71 | box-shadow: 72 | 0px -30px #fff, 73 | 10px -30px #fff, 74 | 20px -20px #fff, 75 | 30px -10px #fff, 76 | 30px 0px #fff, 77 | 30px 10px #fff, 78 | 20px 20px #fff, 79 | 10px 30px #fff, 80 | 0px 30px transparent, 81 | -10px 30px transparent, 82 | -20px 20px transparent, 83 | -30px 10px transparent, 84 | -30px 0px transparent, 85 | -30px -10px transparent, 86 | -20px -20px transparent, 87 | -10px -30px transparent; 88 | } 89 | 6.25% { 90 | box-shadow: 91 | 0px -30px transparent, 92 | 10px -30px #fff, 93 | 20px -20px #fff, 94 | 30px -10px #fff, 95 | 30px 0px #fff, 96 | 30px 10px #fff, 97 | 20px 20px #fff, 98 | 10px 30px #fff, 99 | 0px 30px #fff, 100 | -10px 30px transparent, 101 | -20px 20px transparent, 102 | -30px 10px transparent, 103 | -30px 0px transparent, 104 | -30px -10px transparent, 105 | -20px -20px transparent, 106 | -10px -30px transparent; 107 | } 108 | 12.5% { 109 | box-shadow: 110 | 0px -30px transparent, 111 | 10px -30px transparent, 112 | 20px -20px #fff, 113 | 30px -10px #fff, 114 | 30px 0px #fff, 115 | 30px 10px #fff, 116 | 20px 20px #fff, 117 | 10px 30px #fff, 118 | 0px 30px #fff, 119 | -10px 30px #fff, 120 | -20px 20px transparent, 121 | -30px 10px transparent, 122 | -30px 0px transparent, 123 | -30px -10px transparent, 124 | -20px -20px transparent, 125 | -10px -30px transparent; 126 | } 127 | 18.75% { 128 | box-shadow: 129 | 0px -30px transparent, 130 | 10px -30px transparent, 131 | 20px -20px transparent, 132 | 30px -10px #fff, 133 | 30px 0px #fff, 134 | 30px 10px #fff, 135 | 20px 20px #fff, 136 | 10px 30px #fff, 137 | 0px 30px #fff, 138 | -10px 30px #fff, 139 | -20px 20px #fff, 140 | -30px 10px transparent, 141 | -30px 0px transparent, 142 | -30px -10px transparent, 143 | -20px -20px transparent, 144 | -10px -30px transparent; 145 | } 146 | 25% { 147 | box-shadow: 148 | 0px -30px transparent, 149 | 10px -30px transparent, 150 | 20px -20px transparent, 151 | 30px -10px transparent, 152 | 30px 0px #fff, 153 | 30px 10px #fff, 154 | 20px 20px #fff, 155 | 10px 30px #fff, 156 | 0px 30px #fff, 157 | -10px 30px #fff, 158 | -20px 20px #fff, 159 | -30px 10px #fff, 160 | -30px 0px transparent, 161 | -30px -10px transparent, 162 | -20px -20px transparent, 163 | -10px -30px transparent; 164 | } 165 | 31.25% { 166 | box-shadow: 167 | 0px -30px transparent, 168 | 10px -30px transparent, 169 | 20px -20px transparent, 170 | 30px -10px transparent, 171 | 30px 0px transparent, 172 | 30px 10px #fff, 173 | 20px 20px #fff, 174 | 10px 30px #fff, 175 | 0px 30px #fff, 176 | -10px 30px #fff, 177 | -20px 20px #fff, 178 | -30px 10px #fff, 179 | -30px 0px #fff, 180 | -30px -10px transparent, 181 | -20px -20px transparent, 182 | -10px -30px transparent; 183 | } 184 | 37.5% { 185 | box-shadow: 186 | 0px -30px transparent, 187 | 10px -30px transparent, 188 | 20px -20px transparent, 189 | 30px -10px transparent, 190 | 30px 0px transparent, 191 | 30px 10px transparent, 192 | 20px 20px #fff, 193 | 10px 30px #fff, 194 | 0px 30px #fff, 195 | -10px 30px #fff, 196 | -20px 20px #fff, 197 | -30px 10px #fff, 198 | -30px 0px #fff, 199 | -30px -10px #fff, 200 | -20px -20px transparent, 201 | -10px -30px transparent; 202 | } 203 | 43.75% { 204 | box-shadow: 205 | 0px -30px transparent, 206 | 10px -30px transparent, 207 | 20px -20px transparent, 208 | 30px -10px transparent, 209 | 30px 0px transparent, 210 | 30px 10px transparent, 211 | 20px 20px transparent, 212 | 10px 30px #fff, 213 | 0px 30px #fff, 214 | -10px 30px #fff, 215 | -20px 20px #fff, 216 | -30px 10px #fff, 217 | -30px 0px #fff, 218 | -30px -10px #fff, 219 | -20px -20px #fff, 220 | -10px -30px transparent; 221 | } 222 | 50% { 223 | box-shadow: 224 | 0px -30px transparent, 225 | 10px -30px transparent, 226 | 20px -20px transparent, 227 | 30px -10px transparent, 228 | 30px 0px transparent, 229 | 30px 10px transparent, 230 | 20px 20px transparent, 231 | 10px 30px transparent, 232 | 0px 30px #fff, 233 | -10px 30px #fff, 234 | -20px 20px #fff, 235 | -30px 10px #fff, 236 | -30px 0px #fff, 237 | -30px -10px #fff, 238 | -20px -20px #fff, 239 | -10px -30px #fff; 240 | } 241 | 56.25% { 242 | box-shadow: 243 | 0px -30px #fff, 244 | 10px -30px transparent, 245 | 20px -20px transparent, 246 | 30px -10px transparent, 247 | 30px 0px 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transparent, 289 | 0px 30px transparent, 290 | -10px 30px transparent, 291 | -20px 20px transparent, 292 | -30px 10px #fff, 293 | -30px 0px #fff, 294 | -30px -10px #fff, 295 | -20px -20px #fff, 296 | -10px -30px #fff; 297 | } 298 | 75% { 299 | box-shadow: 300 | 0px -30px #fff, 301 | 10px -30px #fff, 302 | 20px -20px #fff, 303 | 30px -10px #fff, 304 | 30px 0px transparent, 305 | 30px 10px transparent, 306 | 20px 20px transparent, 307 | 10px 30px transparent, 308 | 0px 30px transparent, 309 | -10px 30px transparent, 310 | -20px 20px transparent, 311 | -30px 10px transparent, 312 | -30px 0px #fff, 313 | -30px -10px #fff, 314 | -20px -20px #fff, 315 | -10px -30px #fff; 316 | } 317 | 81.25% { 318 | box-shadow: 319 | 0px -30px #fff, 320 | 10px -30px #fff, 321 | 20px -20px #fff, 322 | 30px -10px #fff, 323 | 30px 0px #fff, 324 | 30px 10px transparent, 325 | 20px 20px transparent, 326 | 10px 30px transparent, 327 | 0px 30px transparent, 328 | -10px 30px transparent, 329 | -20px 20px 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transparent, 371 | -20px -20px transparent, 372 | -10px -30px #fff; 373 | } 374 | 100% { 375 | box-shadow: 376 | 0px -30px #fff, 377 | 10px -30px #fff, 378 | 20px -20px #fff, 379 | 30px -10px #fff, 380 | 30px 0px #fff, 381 | 30px 10px #fff, 382 | 20px 20px #fff, 383 | 10px 30px #fff, 384 | 0px 30px transparent, 385 | -10px 30px transparent, 386 | -20px 20px transparent, 387 | -30px 10px transparent, 388 | -30px 0px transparent, 389 | -30px -10px transparent, 390 | -20px -20px transparent, 391 | -10px -30px transparent; 392 | } 393 | } 394 | -------------------------------------------------------------------------------- /playground/src/util.ts: -------------------------------------------------------------------------------- 1 | const UNITS = [ 2 | "byte", 3 | "kilobyte", 4 | "megabyte", 5 | "gigabyte", 6 | "terabyte", 7 | "petabyte", 8 | ]; 9 | const BYTES_PER_KB = 1000; 10 | 11 | /** 12 | * Format bytes as human-readable text. 13 | * 14 | * @param sizeBytes Number of bytes. 15 | * 16 | * @return Formatted string. 17 | */ 18 | export function humanFileSize(sizeBytes: number | bigint): string { 19 | let size = Math.abs(Number(sizeBytes)); 20 | 21 | let u = 0; 22 | while (size >= BYTES_PER_KB && u < UNITS.length - 1) { 23 | size /= BYTES_PER_KB; 24 | ++u; 25 | } 26 | 27 | return new Intl.NumberFormat([], { 28 | style: "unit", 29 | unit: UNITS[u], 30 | unitDisplay: "short", 31 | maximumFractionDigits: 1, 32 | }).format(size); 33 | } 34 | -------------------------------------------------------------------------------- /playground/tailwind.config.js: -------------------------------------------------------------------------------- 1 | /** @type {import('tailwindcss').Config} */ 2 | module.exports = { 3 | content: ["./src/**/*.{js,ts,jsx,tsx}"], 4 | theme: { 5 | extend: { 6 | colors: { 7 | dark: "#131414", 8 | "pop-orange": "#f93c26", 9 | "pop-orange-dark": "#cc1905", 10 | }, 11 | }, 12 | }, 13 | plugins: [require("@tailwindcss/typography")], 14 | }; 15 | 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sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==} 1017 | engines: {node: '>=10'} 1018 | dev: true 1019 | -------------------------------------------------------------------------------- /src/audio.ts: -------------------------------------------------------------------------------- 1 | import fixWebmDuration from "fix-webm-duration"; 2 | 3 | export interface Recording { 4 | blob: Blob; 5 | buffer: ArrayBuffer; 6 | } 7 | 8 | export class MicRecorder { 9 | private currentStart: number | null = null; 10 | private currentStream: MediaStream | null = null; 11 | private inner: MediaRecorder | null = null; 12 | private audioChunks: Blob[] = []; 13 | private static readonly supportedMimes = [ 14 | "audio/webm", // Chrome 15 | "audio/ogg", // Firefox 16 | ]; 17 | 18 | private constructor(recorder: MediaRecorder) { 19 | this.inner = recorder; 20 | } 21 | 22 | public static async start(): Promise { 23 | if (!navigator.mediaDevices) { 24 | throw new Error("Media device not available"); 25 | } 26 | 27 | const stream = await navigator.mediaDevices.getUserMedia({ 28 | audio: true, 29 | }); 30 | const inner = new MediaRecorder(stream, { 31 | mimeType: MicRecorder.supportedMimes.find((mime: string) => 32 | MediaRecorder.isTypeSupported(mime) 33 | ), 34 | }); 35 | const recorder = new MicRecorder(inner); 36 | recorder.currentStream = stream; 37 | 38 | inner.addEventListener("dataavailable", (event) => { 39 | recorder.audioChunks.push(event.data); 40 | }); 41 | inner.start(); 42 | recorder.currentStart = Date.now(); 43 | return recorder; 44 | } 45 | 46 | public isRecording(): boolean { 47 | return this.inner !== null && this.inner.state === "recording"; 48 | } 49 | 50 | public async stop(): Promise { 51 | if (!this.inner) { 52 | throw new Error("Please start the recorder first"); 53 | } 54 | 55 | const promise: Promise = new Promise( 56 | (resolve) => { 57 | this.inner!.addEventListener("stop", async () => { 58 | const duration = Date.now() - this.currentStart!; 59 | let blob = new Blob(this.audioChunks, { 60 | type: this.inner!.mimeType, 61 | }); 62 | 63 | if (this.inner!.mimeType.includes("webm")) { 64 | blob = await fixWebmDuration(blob, duration, { 65 | logger: false, 66 | }); 67 | } 68 | 69 | const buffer = await blob.arrayBuffer(); 70 | 71 | resolve({ 72 | blob, 73 | buffer, 74 | }); 75 | }); 76 | this.inner!.stop(); 77 | this.currentStream!.getTracks().forEach((track) => 78 | track.stop() 79 | ); 80 | } 81 | ); 82 | return promise; 83 | } 84 | } 85 | 86 | export default MicRecorder; 87 | -------------------------------------------------------------------------------- /src/db/modelDB.ts: -------------------------------------------------------------------------------- 1 | import { DBSchema, IDBPDatabase, openDB } from "idb/with-async-ittr"; 2 | import { v4 as uuidv4 } from "uuid"; 3 | import { DBModel, DBTokenizer } from "./types"; 4 | import { AvailableModels } from "../models"; 5 | import { Result } from "true-myth"; 6 | import pRetry from "p-retry"; 7 | 8 | interface ModelDBSchema extends DBSchema { 9 | models: { 10 | value: DBModel; 11 | key: string; 12 | indexes: { modelID: string }; 13 | }; 14 | availableModels: { 15 | value: string; 16 | key: AvailableModels; 17 | }; 18 | tokenizer: { 19 | value: DBTokenizer; 20 | key: string; 21 | indexes: { modelID: string }; 22 | }; 23 | } 24 | 25 | /** 26 | * A class that represents a database of models and related data. 27 | * 28 | * @remarks 29 | * The `ModelDB` class uses the IndexedDB API to store and retrieve data. The database schema is defined by the `ModelDBSchema` interface. 30 | * 31 | * To use the `ModelDB` class, first create an instance by calling the constructor. Then call the `init` method to open the database. 32 | * 33 | * Example usage: 34 | * 35 | * ```typescript 36 | * ``` 37 | */ 38 | export default class ModelDB { 39 | private readonly remoteUrl = "https://rmbl.us"; 40 | private db: IDBPDatabase | null; 41 | 42 | private constructor(db: IDBPDatabase) { 43 | this.db = db; 44 | } 45 | 46 | public static async create(): Promise { 47 | const db = await openDB("models", 1, { 48 | upgrade(db) { 49 | const modelStore = db.createObjectStore("models"); 50 | modelStore.createIndex("modelID", "modelID"); 51 | db.createObjectStore("availableModels"); 52 | const tokenizerStore = db.createObjectStore("tokenizer"); 53 | tokenizerStore.createIndex("modelID", "modelID"); 54 | }, 55 | }); 56 | 57 | return new ModelDB(db); 58 | } 59 | 60 | private async fetchBytes( 61 | url: string, 62 | onProgress?: (progress: number) => void 63 | ): Promise> { 64 | const run = async () => { 65 | const response = await fetch(url); 66 | if (!response.ok) { 67 | return Result.err( 68 | new Error(`Fetch failed: ${response.status}`) 69 | ); 70 | } 71 | const contentLength = +response.headers.get("Content-Length")!; 72 | 73 | const reader = response.body!.getReader(); 74 | let receivedLength = 0; 75 | const chunks: Uint8Array = new Uint8Array(contentLength); 76 | for (;;) { 77 | const { done, value } = await reader.read(); 78 | 79 | if (done) { 80 | break; 81 | } 82 | 83 | chunks.set(value, receivedLength); 84 | receivedLength += value.length; 85 | if (onProgress) { 86 | onProgress((receivedLength / contentLength) * 100); 87 | } 88 | } 89 | return Result.ok(chunks); 90 | }; 91 | return await pRetry(run, { retries: 3 }); 92 | } 93 | 94 | async _getModel(modelID: string): Promise> { 95 | if (!this.db) { 96 | return Result.err(new Error("ModelDB not initialized")); 97 | } 98 | 99 | const tx = this.db.transaction("models", "readonly"); 100 | const store = tx.objectStore("models"); 101 | const model = await store.get(modelID); 102 | 103 | if (!model) { 104 | return Result.err(new Error("Model not found")); 105 | } 106 | return Result.ok(model); 107 | } 108 | 109 | async getTokenizer(modelID: string): Promise> { 110 | if (!this.db) { 111 | return Result.err(new Error("ModelDB not initialized")); 112 | } 113 | 114 | let tokenizer = await this.db.getFromIndex( 115 | "tokenizer", 116 | "modelID", 117 | modelID 118 | ); 119 | 120 | if (!tokenizer) { 121 | const tokenizerBytes = await this.fetchBytes( 122 | "https://huggingface.co/openai/whisper-large-v2/raw/main/tokenizer.json" 123 | ); 124 | if (tokenizerBytes.isErr) { 125 | return Result.err(tokenizerBytes.error); 126 | } 127 | const tokenizerBytesValue = tokenizerBytes.value; 128 | tokenizer = { 129 | modelID, 130 | bytes: tokenizerBytesValue, 131 | }; 132 | this.db.put("tokenizer", tokenizer, modelID); 133 | tokenizer = await this.db.getFromIndex( 134 | "tokenizer", 135 | "modelID", 136 | modelID 137 | ); 138 | } 139 | 140 | return Result.ok(tokenizer!); 141 | } 142 | 143 | async getModel( 144 | model: AvailableModels, 145 | onProgress: (progress: number) => void 146 | ): Promise> { 147 | if (!this.db) { 148 | return Result.err(new Error("ModelDB not initialized")); 149 | } 150 | let modelID = await this.db.get("availableModels", model); 151 | if (!modelID) { 152 | await this.fetchRemote(model, onProgress); 153 | modelID = await this.db.get("availableModels", model); 154 | } 155 | return await this._getModel(modelID!); 156 | } 157 | 158 | async fetchRemote( 159 | model: AvailableModels, 160 | onProgress: (progress: number) => void 161 | ): Promise> { 162 | const remoteURL = `${this.remoteUrl}/whisper-turbo/${model}-q8g16.bin`; 163 | const fetchResult = await this.fetchBytes(remoteURL, onProgress); 164 | 165 | if (fetchResult.isErr) { 166 | return Result.err(fetchResult.error); 167 | } 168 | const data = fetchResult.value; 169 | 170 | const modelID = uuidv4(); 171 | this.db!.put("availableModels", modelID, model); 172 | const dbModel = { name: model, ID: modelID, bytes: data }; 173 | this.db!.put("models", dbModel, modelID); 174 | this.getTokenizer(modelID); 175 | 176 | return Result.ok(undefined); 177 | } 178 | } 179 | -------------------------------------------------------------------------------- /src/db/types.ts: -------------------------------------------------------------------------------- 1 | export interface DBModel { 2 | name: string; 3 | ID: string; 4 | bytes: Uint8Array; 5 | } 6 | 7 | export interface DBTokenizer { 8 | bytes: Uint8Array; 9 | modelID: string; 10 | } 11 | -------------------------------------------------------------------------------- /src/index.ts: -------------------------------------------------------------------------------- 1 | export { InferenceSession } from "./inferenceSession"; 2 | export { AvailableModels, ModelSizes } from "./models"; 3 | export { SessionManager } from "./sessionManager"; 4 | export { MicRecorder } from "./audio"; 5 | export { DecodingOptionsBuilder, Segment, default as initialize, Task } from "whisper-webgpu"; 6 | -------------------------------------------------------------------------------- /src/inferenceSession.ts: -------------------------------------------------------------------------------- 1 | import { Session } from "./session.worker"; 2 | import * as Comlink from "comlink"; 3 | import { Result } from "true-myth"; 4 | import { AvailableModels } from "./models"; 5 | import { Segment } from "whisper-webgpu"; 6 | 7 | //User facing API 8 | export class InferenceSession { 9 | private session: Comlink.Remote | Session | null; 10 | private innerWorker: Worker | null; //Keep a reference to the worker so we can terminate it 11 | 12 | constructor(session: Comlink.Remote | Session, worker?: Worker) { 13 | this.session = session; 14 | this.innerWorker = worker || null; 15 | } 16 | 17 | async initSession( 18 | selectedModel: AvailableModels, 19 | onProgress: (progress: number) => void 20 | ): Promise> { 21 | return await this.session!.initSession(selectedModel, onProgress); 22 | } 23 | 24 | public async transcribe( 25 | audio: Uint8Array, 26 | raw_audio: boolean, 27 | options: any 28 | ): Promise>; 29 | 30 | public async transcribe( 31 | audio: Uint8Array, 32 | raw_audio: boolean, 33 | options: any, 34 | callback: (decoded: Segment) => void 35 | ): Promise>; 36 | 37 | async transcribe( 38 | audio: Uint8Array, 39 | raw_audio: boolean, 40 | options: any, 41 | callback?: (decoded: Segment) => void 42 | ): Promise> { 43 | if (this.session == null) { 44 | return Result.err(new Error("Session not initialized")); 45 | } 46 | 47 | if (callback) { 48 | if (this.session instanceof Session) { 49 | return await this.session.stream( 50 | audio, 51 | raw_audio, 52 | options, 53 | callback 54 | ); 55 | } else { 56 | return await this.session!.stream( 57 | audio, 58 | raw_audio, 59 | options, 60 | Comlink.proxy(callback) 61 | ); 62 | } 63 | } else { 64 | return await this.session!.run(audio, options); 65 | } 66 | } 67 | 68 | public destroy(): void { 69 | if (this.innerWorker !== null) { 70 | console.warn("Terminating worker"); 71 | this.innerWorker.terminate(); 72 | } 73 | this.session = null; 74 | } 75 | } 76 | -------------------------------------------------------------------------------- /src/models.ts: -------------------------------------------------------------------------------- 1 | import { Result } from "true-myth"; 2 | import ModelDB from "./db/modelDB"; 3 | import { DBModel } from "./db/types"; 4 | 5 | export enum AvailableModels { 6 | WHISPER_TINY = "tiny", 7 | WHISPER_BASE = "base", 8 | WHISPER_SMALL = "small", 9 | WHISPER_MEDIUM = "medium", 10 | WHISPER_LARGE = "large", 11 | } 12 | 13 | export const ModelSizes: Map = new Map([ 14 | [AvailableModels.WHISPER_TINY, 51444634], 15 | [AvailableModels.WHISPER_BASE, 96834130], 16 | [AvailableModels.WHISPER_SMALL, 313018088], 17 | [AvailableModels.WHISPER_MEDIUM, 972263884], 18 | [AvailableModels.WHISPER_LARGE, 1954315876], 19 | ]); 20 | 21 | export class Model { 22 | name: string; 23 | data: Uint8Array; 24 | tokenizer: Uint8Array; 25 | 26 | constructor(name: string, data: Uint8Array, tokenizer: Uint8Array) { 27 | this.name = name; 28 | this.data = data; 29 | this.tokenizer = tokenizer; 30 | } 31 | 32 | static async fromDBModel( 33 | dbModel: DBModel, 34 | db: ModelDB 35 | ): Promise> { 36 | const tokenizerResult = await db.getTokenizer(dbModel.ID); 37 | if (tokenizerResult.isErr) { 38 | return Result.err(tokenizerResult.error); 39 | } 40 | const tokenizerBytes = tokenizerResult.value.bytes; 41 | 42 | return Result.ok( 43 | new Model(dbModel.name, dbModel.bytes, tokenizerBytes) 44 | ); 45 | } 46 | } 47 | 48 | export interface EncoderDecoder { 49 | name: string; 50 | encoder: Model; 51 | decoder: Model; 52 | config: Uint8Array; 53 | tokenizer: Uint8Array; 54 | } 55 | -------------------------------------------------------------------------------- /src/session.worker.ts: -------------------------------------------------------------------------------- 1 | import * as whisper from "whisper-webgpu"; 2 | import * as Comlink from "comlink"; 3 | import { Result } from "true-myth"; 4 | import { AvailableModels, Model } from "./models"; 5 | import ModelDB from "./db/modelDB"; 6 | 7 | export class Session { 8 | whisperSession: whisper.Session | undefined; 9 | 10 | public async initSession( 11 | selectedModel: AvailableModels, 12 | onProgress: (progress: number) => void 13 | ): Promise> { 14 | if (this.whisperSession) { 15 | return Result.err( 16 | new Error( 17 | "Session already initialized. Call `destroy()` first." 18 | ) 19 | ); 20 | } 21 | const modelResult = await this.loadModel(selectedModel, onProgress); 22 | if (modelResult.isErr) { 23 | return Result.err(modelResult.error); 24 | } 25 | const model = modelResult.value; 26 | await whisper.default(); 27 | const builder = new whisper.SessionBuilder(); 28 | const session = await builder 29 | .setModel(model.data) 30 | .setTokenizer(model.tokenizer) 31 | .build(); 32 | this.whisperSession = session; 33 | return Result.ok(undefined); 34 | } 35 | 36 | private async loadModel( 37 | selectedModel: AvailableModels, 38 | onProgress: (progress: number) => void 39 | ): Promise> { 40 | const db = await ModelDB.create(); //TODO: don't create a new db every time 41 | const dbResult = await db.getModel(selectedModel, onProgress); 42 | if (dbResult.isErr) { 43 | return Result.err( 44 | new Error( 45 | `Failed to load model ${selectedModel} with error: ${dbResult.error}` 46 | ) 47 | ); 48 | } 49 | const dbModel = dbResult.value; 50 | 51 | const modelResult = await Model.fromDBModel(dbModel, db); 52 | 53 | if (modelResult.isErr) { 54 | return Result.err( 55 | new Error( 56 | `Failed to transmute model ${selectedModel} with error: ${modelResult.error}` 57 | ) 58 | ); 59 | } 60 | const model = modelResult.value; 61 | return Result.ok(model); 62 | } 63 | 64 | public async run( 65 | audio: Uint8Array, 66 | options: any 67 | ): Promise> { 68 | if (!this.whisperSession) { 69 | return Result.err( 70 | new Error( 71 | "The session is not initialized. Call `initSession()` method first." 72 | ) 73 | ); 74 | } 75 | 76 | return Result.ok(await this.whisperSession.run(audio, options)); 77 | } 78 | 79 | public async stream( 80 | audio: Uint8Array, 81 | raw_audio: boolean, 82 | options: any, 83 | callback: (decoded: whisper.Segment) => void 84 | ): Promise> { 85 | if (!this.whisperSession) { 86 | return Result.err( 87 | new Error( 88 | "The session is not initialized. Call `initSession()` method first." 89 | ) 90 | ); 91 | } 92 | 93 | return Result.ok( 94 | await this.whisperSession.stream( 95 | audio, 96 | raw_audio, 97 | options, 98 | callback 99 | ) 100 | ); 101 | } 102 | } 103 | 104 | if (typeof self !== "undefined") { 105 | Comlink.expose(Session); 106 | } 107 | -------------------------------------------------------------------------------- /src/sessionManager.ts: -------------------------------------------------------------------------------- 1 | import { InferenceSession } from "./inferenceSession"; 2 | import * as Comlink from "comlink"; 3 | import { Session } from "./session.worker"; 4 | import { AvailableModels } from "./models"; 5 | import { Result } from "true-myth"; 6 | 7 | export class SessionManager { 8 | /** 9 | * Loads a model and returns a Session instance. 10 | * @param selectedModel - The model to load. 11 | * @param onLoaded - A callback that is called when the model is loaded. 12 | * @returns A Promise that resolves with a Session instance. 13 | * 14 | */ 15 | public async loadModel( 16 | selectedModel: AvailableModels, 17 | onLoaded: (result: any) => void, 18 | onProgress: (progress: number) => void 19 | ): Promise> { 20 | const creationResult = await this.createSession( 21 | true, 22 | selectedModel, 23 | onProgress 24 | ); 25 | if (creationResult.isErr) { 26 | return Result.err(creationResult.error); 27 | } 28 | onLoaded(creationResult.value); 29 | return Result.ok(creationResult.value); 30 | } 31 | 32 | /** 33 | * Creates a new session with the specified models. 34 | * 35 | * @param spawnWorker - Determines whether a Web Worker should be used for the session. 36 | * @param selectedModel - The model to use for the session. 37 | * @returns A Promise that resolves with a Session instance, or a Remote instance if a Web Worker was used. 38 | * 39 | */ 40 | private async createSession( 41 | spawnWorker: boolean, 42 | selectedModel: AvailableModels, 43 | onProgress: (progress: number) => void 44 | ): Promise> { 45 | if (spawnWorker && typeof document !== "undefined") { 46 | const worker = new Worker( 47 | new URL("./session.worker.js", import.meta.url), 48 | { 49 | type: "module", 50 | } 51 | ); 52 | const SessionWorker = Comlink.wrap(worker); 53 | const session = await new SessionWorker(); 54 | const initResult = await session.initSession( 55 | selectedModel, 56 | Comlink.proxy(onProgress) 57 | ); 58 | //@ts-ignore 59 | const [state, data] = initResult.repr; 60 | if (state === "Err") { 61 | return Result.err( 62 | new Error( 63 | "Session initialization failed: " + data.toString() 64 | ) 65 | ); 66 | } 67 | return Result.ok(new InferenceSession(session, worker)); 68 | } else { 69 | const session = new Session(); 70 | const initResult = await session.initSession( 71 | selectedModel, 72 | onProgress 73 | ); 74 | if (initResult.isErr) { 75 | console.error("Error initializing session: ", initResult); 76 | return Result.err(initResult.error); 77 | } 78 | return Result.ok(new InferenceSession(session)); 79 | } 80 | } 81 | } 82 | -------------------------------------------------------------------------------- /tsconfig.json: -------------------------------------------------------------------------------- 1 | { 2 | "compilerOptions": { 3 | "target": "es2016", 4 | "strict": true, 5 | "module": "esnext", 6 | "lib": ["dom", "esnext"], 7 | "moduleResolution": "node", 8 | "declaration": true, 9 | "forceConsistentCasingInFileNames": true, 10 | "noEmit": false, 11 | "checkJs": false, 12 | "esModuleInterop": true, 13 | "noImplicitAny": false, 14 | "outDir": "./dist", 15 | "sourceMap": true, 16 | "strictPropertyInitialization": true 17 | }, 18 | "include": ["src/**/*.ts"], 19 | "exclude": ["node_modules", "test"] 20 | } 21 | --------------------------------------------------------------------------------