diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 31b0d09..2af8fdf 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -25,6 +25,7 @@ body: - Android - C - iOS + - Node.js - Python - Web validations: diff --git a/.github/workflows/nodejs-codestyle.yml b/.github/workflows/nodejs-codestyle.yml new file mode 100644 index 0000000..71eaa61 --- /dev/null +++ b/.github/workflows/nodejs-codestyle.yml @@ -0,0 +1,35 @@ +name: Node.js Codestyle + +on: + workflow_dispatch: + push: + branches: [ main ] + paths: + - '**/nodejs/*.js' + - '**/nodejs/*.ts' + - '.github/workflows/nodejs-codestyle.yml' + pull_request: + branches: [ main, 'v[0-9]+.[0-9]+' ] + paths: + - '**/nodejs/*.js' + - '**/nodejs/*.ts' + - '.github/workflows/nodejs-codestyle.yml' + +jobs: + check-nodejs-codestyle: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + + - name: Set up Node.js LTS + uses: actions/setup-node@v3 + with: + node-version: lts/* + + - name: Pre-build dependencies + run: npm install yarn + + - name: Run Binding Linter + run: yarn && yarn lint + working-directory: binding/nodejs diff --git a/.github/workflows/nodejs-demos.yml b/.github/workflows/nodejs-demos.yml new file mode 100644 index 0000000..5159af4 --- /dev/null +++ b/.github/workflows/nodejs-demos.yml @@ -0,0 +1,68 @@ +name: Node.js Demos + +on: + workflow_dispatch: + push: + branches: [ main ] + paths: + - 'demo/nodejs/**' + - '!demo/nodejs/README.md' + - 'lib/node/**' + - '.github/workflows/nodejs-demos.yml' + + pull_request: + branches: [ main, 'v[0-9]+.[0-9]+' ] + paths: + - 'demo/nodejs/**' + - '!demo/nodejs/README.md' + - 'lib/node/**' + - '.github/workflows/nodejs-demos.yml' + +defaults: + run: + working-directory: demo/nodejs + +jobs: + build-github-hosted: + runs-on: ${{ matrix.os }} + + strategy: + matrix: + os: [ubuntu-latest, windows-latest, macos-latest] + node-version: [16.x, 18.x, 20.x] + + steps: + - uses: actions/checkout@v3 + + - name: Use Node.js ${{ matrix.node-version }} + uses: actions/setup-node@v3 + with: + node-version: ${{ matrix.node-version }} + + - name: Install dependencies + run: yarn install + + - name: Test enroll + run: yarn file -a ${{secrets.PV_VALID_ACCESS_KEY}} --enroll --enroll_audio_paths ../../resources/audio_samples/speaker_1_utt_1.wav ../../resources/audio_samples/speaker_1_utt_2.wav --output_profile_path test.egl + + - name: Test inference + run: yarn file -a ${{secrets.PV_VALID_ACCESS_KEY}} --test --input_profile_paths test.egl --test_audio_path ../../resources/audio_samples/speaker_1_test_utt.wav + + build-self-hosted: + runs-on: ${{ matrix.machine }} + + strategy: + matrix: + machine: [rpi3-32, rpi3-64, rpi4-32, rpi4-64, rpi5-64, jetson] + + steps: + - uses: actions/checkout@v3 + + - name: Install dependencies + run: yarn install + + - name: Test enroll + run: yarn file -a ${{secrets.PV_VALID_ACCESS_KEY}} --enroll --enroll_audio_paths ../../resources/audio_samples/speaker_1_utt_1.wav ../../resources/audio_samples/speaker_1_utt_2.wav --output_profile_path test.egl + + - name: Test inference + run: yarn file -a ${{secrets.PV_VALID_ACCESS_KEY}} --test --input_profile_paths test.egl --test_audio_path ../../resources/audio_samples/speaker_1_test_utt.wav diff --git a/.github/workflows/nodejs-perf.yml b/.github/workflows/nodejs-perf.yml new file mode 100644 index 0000000..7aab656 --- /dev/null +++ b/.github/workflows/nodejs-perf.yml @@ -0,0 +1,110 @@ +name: Node.js Performance + +on: + workflow_dispatch: + push: + branches: [ main ] + paths: + - 'binding/nodejs/perf.test.js' + - 'lib/node/**' + - '.github/workflows/nodejs-perf.yml' + + pull_request: + branches: [ main, 'v[0-9]+.[0-9]+' ] + paths: + - 'binding/nodejs/perf.test.js' + - 'lib/node/**' + - '.github/workflows/nodejs-perf.yml' + +defaults: + run: + working-directory: binding/nodejs + +jobs: + perf-github-hosted: + runs-on: ${{ matrix.os }} + + strategy: + fail-fast: false + matrix: + os: [ubuntu-latest, windows-latest, macos-latest] + include: + - os: ubuntu-latest + num_test_iterations: 20 + enroll_performance_threshold_sec: 0.5 + proc_performance_threshold_sec: 0.6 + - os: windows-latest + num_test_iterations: 20 + enroll_performance_threshold_sec: 0.5 + proc_performance_threshold_sec: 0.6 + - os: macos-latest + num_test_iterations: 20 + enroll_performance_threshold_sec: 1.3 + proc_performance_threshold_sec: 1.3 + + steps: + - uses: actions/checkout@v3 + + - name: Set up Node.js LTS + uses: actions/setup-node@v3 + with: + node-version: lts/* + + - name: Install dependencies + run: yarn install + + - name: Test + run: yarn test perf.test.ts --access_key=${{secrets.PV_VALID_ACCESS_KEY}} --num_test_iterations=${{matrix.num_test_iterations}} --enroll_performance_threshold_sec=${{matrix.enroll_performance_threshold_sec}} --proc_performance_threshold_sec=${{matrix.proc_performance_threshold_sec}} + + perf-self-hosted: + runs-on: ${{ matrix.machine }} + + strategy: + fail-fast: false + matrix: + machine: [rpi3-32, rpi3-64, rpi4-32, rpi4-64, rpi5-64, jetson] + include: + - machine: rpi3-32 + num_test_iterations: 20 + enroll_performance_threshold_sec: 2.5 + proc_performance_threshold_sec: 2.8 + - machine: rpi3-64 + num_test_iterations: 20 + enroll_performance_threshold_sec: 2.5 + proc_performance_threshold_sec: 2.8 + - machine: rpi4-32 + num_test_iterations: 20 + enroll_performance_threshold_sec: 1.5 + proc_performance_threshold_sec: 1.5 + - machine: rpi4-64 + num_test_iterations: 20 + enroll_performance_threshold_sec: 2.0 + proc_performance_threshold_sec: 2.5 + - machine: rpi5-64 + num_test_iterations: 20 + enroll_performance_threshold_sec: 0.5 + proc_performance_threshold_sec: 0.6 + - machine: jetson + num_test_iterations: 20 + enroll_performance_threshold_sec: 1.2 + proc_performance_threshold_sec: 1.5 + + steps: + - uses: actions/checkout@v3 + + - name: Pre-build dependencies + run: npm install --global yarn + + - name: Install dependencies + run: yarn install + + - name: Machine state before + working-directory: resources/.scripts + run: bash machine-state.sh + + - name: Test + run: yarn test perf.test.ts --access_key=${{secrets.PV_VALID_ACCESS_KEY}} --num_test_iterations=${{matrix.num_test_iterations}} --enroll_performance_threshold_sec=${{matrix.enroll_performance_threshold_sec}} --proc_performance_threshold_sec=${{matrix.proc_performance_threshold_sec}} + + - name: Machine state after + working-directory: resources/.scripts + run: bash machine-state.sh diff --git a/.github/workflows/nodejs.yml b/.github/workflows/nodejs.yml new file mode 100644 index 0000000..1080e68 --- /dev/null +++ b/.github/workflows/nodejs.yml @@ -0,0 +1,68 @@ +name: Node.js + +on: + workflow_dispatch: + push: + branches: [ main ] + paths: + - 'binding/nodejs/**' + - '!binding/nodejs/README.md' + - 'lib/node/**' + - '.github/workflows/nodejs.yml' + + pull_request: + branches: [ main, 'v[0-9]+.[0-9]+' ] + paths: + - 'binding/nodejs/**' + - '!binding/nodejs/README.md' + - 'lib/node/**' + - '.github/workflows/nodejs.yml' + +defaults: + run: + working-directory: binding/nodejs + +jobs: + build-github-hosted: + runs-on: ${{ matrix.os }} + + strategy: + matrix: + os: [ubuntu-latest, windows-latest, macos-latest] + node-version: [16.x, 18.x, 20.x] + + steps: + - uses: actions/checkout@v3 + + - name: Set up Node.js ${{ matrix.node-version }} + uses: actions/setup-node@v3 + with: + node-version: ${{ matrix.node-version }} + + - name: Pre-build dependencies + run: npm install yarn + + - name: Install dependencies + run: yarn install + + - name: Test + run: yarn test index.test.ts --access_key=${{secrets.PV_VALID_ACCESS_KEY}} + + build-self-hosted: + runs-on: ${{ matrix.machine }} + + strategy: + matrix: + machine: [rpi3-32, rpi3-64, rpi4-32, rpi4-64, rpi5-64, jetson] + + steps: + - uses: actions/checkout@v3 + + - name: Pre-build dependencies + run: npm install --global yarn + + - name: Install dependencies + run: yarn install + + - name: Test + run: yarn test index.test.ts --access_key=${{secrets.PV_VALID_ACCESS_KEY}} diff --git a/README.md b/README.md index 64a3ae4..136be0e 100644 --- a/README.md +++ b/README.md @@ -39,12 +39,14 @@ Eagle is an on-device speaker recognition engine. Eagle is: - [iOS Demo](#ios-demo) - [C Demos](#c-demos) - [Web Demo](#web-demo) + - [Node.js](#nodejs-demos) - [SDKs](#sdks) - [Python](#python) - [Android](#android) - [iOS](#ios) - [C](#c) - [Web](#web) + - [Node.js](#nodejs) - [Releases](#releases) - [FAQ](#faq) @@ -193,6 +195,55 @@ npm run start Open `http://localhost:5000` in your browser to try the demo. +### Node.js Demos + +Install the demo package: + +```console +npm install -g @picovoice/eagle-node-demo +``` + +#### Speaker Enrollment + +Create a new speaker profile: + +```console +eagle-mic-demo --enroll \ + --access_key ${ACCESS_KEY} \ + --output_profile_path ${OUTPUT_PROFILE_PATH} +``` + +or + +```console +eagle-file-demo --enroll \ + --access_key ${ACCESS_KEY} \ + --enroll_audio_paths ${ENROLL_AUDIO_PATH_1 ...} \ + --output_profile_path ${OUTPUT_PROFILE_PATH} +``` + +#### Speaker Recognition + +Test the speaker recognition engine: + +```console +eagle-mic-demo --test \ + --access_key ${ACCESS_KEY} \ + --input_profile_paths ${INPUT_PROFILE_PATH_1 ...} +``` + +or + +```console +eagle-file-demo --test \ + --access_key ${ACCESS_KEY} \ + --test_audio_path ${TEST_AUDIO_PATH} \ + --input_profile_paths ${INPUT_PROFILE_PATH_1 ...} +``` + +Replace `${ACCESS_KEY}` with yours obtained from Picovoice Console. + +For more information about Node.js demos go to [demo/nodejs](./demo/nodejs). ## SDKs @@ -610,6 +661,90 @@ while (true) { } ``` +### Node.js + +Install Node.js SDK: + +```console +yarn add @picovoice/eagle-node +``` + +#### Speaker Enrollment + +Create an instance of the profiler: + +```typescript +const { EagleProfiler } = require("@picovoice/eagle-node"); + +const accessKey = "${ACCESS_KEY}"; // Obtained from the Picovoice Console (https://console.picovoice.ai/) +const eagleProfiler = new EagleProfiler(accessKey); +``` + +Create a new speaker profile: + +```typescript +const { EnrollProgress } = require("@picovoice/eagle-node"); + +function getAudioData(numSamples): Int16Array { + // get audio frame of size `numSamples` +} + +let percentage = 0; +while (percentage < 100) { + const audioData = getAudioData(eagleProfiler.minEnrollSamples); + + const result: EnrollProgress = await eagleProfiler.enroll(audioData); + if (result.feedback === EagleProfilerEnrollFeedback.NONE) { + // audio is good! + } else { + // feedback code will tell you why audio was not used in enrollment + } + percentage = result.percentage; +} +``` + +Export the speaker profile once enrollment is complete: + +```typescript +const speakerProfile: Uint8Array = eagleProfiler.export(); +``` + +Release the resources acquired by the profiler: + +```typescript +eagleProfiler.release(); +``` + +#### Speaker Recognition + +Create an instance of the engine using the speaker profile exported before: + +```typescript +const { Eagle } = require("@picovoice/eagle-node"); + +const accessKey = "${ACCESS_KEY}"; // Obtained from the Picovoice Console (https://console.picovoice.ai/) +const eagle = new Eagle(accessKey, speakerProfile); +``` + +Process incoming audio frames: + +```typescript +function getAudioData(numSamples): Int16Array { + // get audio frame of size `numSamples` +} + +while (true) { + const audioData = getAudioData(eagle.frameLength); + const scores: number[] = eagle.process(audioData); +} +``` + +Finally, when done be sure to explicitly release the resources: + +```typescript +eagle.release() +``` + ## Releases ### v1.0.0 - January 24th, 2024 diff --git a/binding/nodejs/.eslintignore b/binding/nodejs/.eslintignore new file mode 100644 index 0000000..b8f2c68 --- /dev/null +++ b/binding/nodejs/.eslintignore @@ -0,0 +1,5 @@ +node_modules +dist +lib +resources +.eslintrc.js diff --git a/binding/nodejs/.eslintrc.js b/binding/nodejs/.eslintrc.js new file mode 100644 index 0000000..4ba6d8f --- /dev/null +++ b/binding/nodejs/.eslintrc.js @@ -0,0 +1,463 @@ +// Rules reference: http://eslint.org/docs/rules/ +module.exports = { + env: { + browser: true, + node: true, + es6: true, + jest: true, + jasmine: true + }, + + parser: '@typescript-eslint/parser', + parserOptions: { + ecmaVersion: 2018 + }, + + ignorePatterns: ['**/*.js', 'node_modules', 'dist'], + overrides: [ + { + files: ['src/**/*.ts'], + plugins: ['jest'], + extends: ['plugin:@typescript-eslint/recommended', 'plugin:jest/recommended'], + rules: { + '@typescript-eslint/no-parameter-properties': 2, + '@typescript-eslint/no-explicit-any': 0, + '@typescript-eslint/no-var-requires': 2, + '@typescript-eslint/no-non-null-assertion': 0, + '@typescript-eslint/no-use-before-define': 2, + '@typescript-eslint/camelcase': 0, + '@typescript-eslint/no-empty-interface': 2, + '@typescript-eslint/explicit-function-return-type': 2, + '@typescript-eslint/ban-ts-comment': 0, + '@typescript-eslint/no-empty-function': [2, { "allow": ["constructors"] }], + '@typescript-eslint/no-inferrable-types': [ + 2, + { + ignoreParameters: true, + ignoreProperties: true + } + ], + '@typescript-eslint/no-shadow': 2 + } + } + ], + + rules: { + //========================================================================= + //==================== Possible Errors ==================================== + //========================================================================= + + // disallow trailing commas in object literals + 'comma-dangle': [0, 'always-multiline'], //TODO: need discussion + // disallow assignment in conditional expressions + 'no-cond-assign': [2, 'always'], + // disallow use of console + 'no-console': 1, + // disallow use of constant expressions in conditions + 'no-constant-condition': [2, { checkLoops: false }], + // disallow control characters in regular expressions + 'no-control-regex': 2, + // disallow use of debugger + 'no-debugger': 2, + // disallow duplicate arguments in functions + 'no-dupe-args': 2, + // disallow duplicate keys when creating object literals + 'no-dupe-keys': 2, + // disallow a duplicate case label. + 'no-duplicate-case': 2, + // disallow the use of empty character classes in regular expressions + 'no-empty-character-class': 2, + // disallow empty statements + 'no-empty': 2, + // disallow assigning to the exception in a catch block + 'no-ex-assign': 2, + // disallow double-negation boolean casts in a boolean context + 'no-extra-boolean-cast': 2, + // disallow unnecessary parentheses + 'no-extra-parens': [2, 'functions'], + // disallow unnecessary semicolons + 'no-extra-semi': 2, + // disallow overwriting functions written as function declarations + 'no-func-assign': 2, + // disallow function or variable declarations in nested blocks + 'no-inner-declarations': 2, + // disallow invalid regular expression strings in the RegExp constructor + 'no-invalid-regexp': 2, + // disallow irregular whitespace outside of strings and comments + 'no-irregular-whitespace': 2, + // disallow negation of the left operand of an in expression + 'no-negated-in-lhs': 2, + // disallow the use of object properties of the global object (Math and JSON) as functions + 'no-obj-calls': 2, + // disallow multiple spaces in a regular expression literal + 'no-regex-spaces': 2, + // disallow sparse arrays + 'no-sparse-arrays': 2, + // Avoid code that looks like two expressions but is actually one + 'no-unexpected-multiline': 2, + // disallow unreachable statements after a return, throw, continue, or break statement + 'no-unreachable': 2, + // disallow comparisons with the value NaN + 'use-isnan': 2, + // ensure JSDoc comments are valid + 'valid-jsdoc': [ + 0, + { + requireReturn: false, + requireReturnDescription: false + } + ], + // ensure that the results of typeof are compared against a valid string + 'valid-typeof': 2, + + //========================================================================= + //==================== Best Practices ===================================== + //========================================================================= + // Enforces getter/setter pairs in objects + 'accessor-pairs': 2, + // treat var statements as if they were block scoped + 'block-scoped-var': 2, + // specify the maximum cyclomatic complexity allowed in a program + complexity: [0, 11], + // require return statements to either always or never specify values + 'consistent-return': 2, + // specify curly brace conventions for all control statements + curly: [2, 'multi-line'], + // require default case in switch statements + 'default-case': 2, + // encourages use of dot notation whenever possible + 'dot-notation': [2, { allowKeywords: true }], + // enforces consistent newlines before or after dots + 'dot-location': [2, 'property'], + // require the use of === and !== + eqeqeq: 2, + // make sure for-in loops have an if statement + 'guard-for-in': 2, + // disallow the use of alert, confirm, and prompt + 'no-alert': 2, + // disallow use of arguments.caller or arguments.callee + 'no-caller': 2, + // disallow lexical declarations in case clauses + 'no-case-declarations': 2, + // disallow division operators explicitly at beginning of regular expression + 'no-div-regex': 2, + // disallow else after a return in an if + 'no-else-return': 2, + // disallow use of empty destructuring patterns + 'no-empty-pattern': 2, + // disallow comparisons to null without a type-checking operator + 'no-eq-null': 2, + // disallow use of eval() + 'no-eval': 2, + // disallow adding to native types + 'no-extend-native': 2, + // disallow unnecessary function binding + 'no-extra-bind': 2, + // disallow fallthrough of case statements + 'no-fallthrough': 2, + // disallow the use of leading or trailing decimal points in numeric literals + 'no-floating-decimal': 2, + // disallow the type conversions with shorter notations + 'no-implicit-coercion': 2, + // disallow use of eval()-like methods + 'no-implied-eval': 2, + // disallow this keywords outside of classes or class-like objects + 'no-invalid-this': 0, + // disallow usage of __iterator__ property + 'no-iterator': 2, + // disallow use of labeled statements + 'no-labels': 2, + // disallow unnecessary nested blocks + 'no-lone-blocks': 2, + // disallow creation of functions within loops + 'no-loop-func': 2, + // disallow the use of magic numbers + 'no-magic-numbers': 0, //TODO: need discussion + // disallow use of multiple spaces + 'no-multi-spaces': 2, + // disallow use of multiline strings + 'no-multi-str': 2, + // disallow reassignments of native objects + 'no-native-reassign': 2, + // disallow use of new operator for Function object + 'no-new-func': 2, + // disallows creating new instances of String,Number, and Boolean + 'no-new-wrappers': 2, + // disallow use of new operator when not part of the assignment or comparison + 'no-new': 0, + // disallow use of octal escape sequences in string literals, such as + // var foo = "Copyright \251"; + 'no-octal-escape': 2, + // disallow use of (old style) octal literals + 'no-octal': 2, + // disallow reassignment of function parameters + 'no-param-reassign': 2, + // disallow use of process.env + 'no-process-env': 2, + // disallow usage of __proto__ property + 'no-proto': 2, + // disallow declaring the same variable more then once + 'no-redeclare': 2, + // disallow use of assignment in return statement + 'no-return-assign': 2, + // disallow use of `javascript:` urls. + 'no-script-url': 2, + // disallow comparisons where both sides are exactly the same + 'no-self-compare': 2, + // disallow use of comma operator + 'no-sequences': 2, + // restrict what can be thrown as an exception + 'no-throw-literal': 0, + // disallow usage of expressions in statement position + 'no-unused-expressions': 2, + // disallow unnecessary .call() and .apply() + 'no-useless-call': 2, + // disallow unnecessary concatenation of literals or template literals + 'no-useless-concat': 2, + // disallow use of void operator + 'no-void': 2, + // disallow usage of configurable warning terms in comments: e.g. todo + 'no-warning-comments': [ + 1, + { terms: ['todo', 'fixme', 'xxx'], location: 'start' } + ], + // disallow use of the with statement + 'no-with': 2, + // require use of the second argument for parseInt() + radix: 2, + // requires to declare all vars on top of their containing scope + 'vars-on-top': 0, + // require immediate function invocation to be wrapped in parentheses + 'wrap-iife': [2, 'any'], + // require or disallow Yoda conditions + yoda: 2, + + // //========================================================================= + // //==================== Strict Mode ======================================== + // //========================================================================= + // require that all functions are run in strict mode + // "strict": [2, "global"], + // + //========================================================================= + //==================== Variables ========================================== + //========================================================================= + // enforce or disallow variable initializations at definition + 'init-declarations': 0, + // disallow the catch clause parameter name being the same as a variable in the outer scope + 'no-catch-shadow': 0, + // disallow deletion of variables + 'no-delete-var': 2, + // disallow labels that share a name with a variable + 'no-label-var': 2, + // disallow shadowing of names such as arguments + 'no-shadow-restricted-names': 2, + // disallow declaration of variables already declared in the outer scope + 'no-shadow': 0, + // disallow use of undefined when initializing variables + 'no-undef-init': 0, + // disallow use of undeclared variables unless mentioned in a /*global */ block + 'no-undef': 2, + // disallow use of undefined variable + 'no-undefined': 0, + // disallow declaration of variables that are not used in the code + 'no-unused-vars': [1, { vars: 'local', args: 'after-used' }], + // disallow use of variables before they are defined + 'no-use-before-define': 2, + + //========================================================================= + //==================== Node.js ============================================ + //========================================================================= + // enforce return after a callback + 'callback-return': 0, + // disallow require() outside of the top-level module scope + 'global-require': 2, + // enforces error handling in callbacks (node environment) + 'handle-callback-err': 2, + // disallow mixing regular variable and require declarations + 'no-mixed-requires': 2, + // disallow use of new operator with the require function + 'no-new-require': 2, + // disallow string concatenation with __dirname and __filename + 'no-path-concat': 1, + // disallow process.exit() + 'no-process-exit': 2, + // restrict usage of specified node modules + 'no-restricted-modules': 0, + // disallow use of synchronous methods (off by default) + 'no-sync': 0, + + //========================================================================= + //==================== Stylistic Issues =================================== + //========================================================================= + // enforce spacing inside array brackets + 'array-bracket-spacing': 0, + // disallow or enforce spaces inside of single line blocks + 'block-spacing': 1, + // enforce one true brace style + 'brace-style': [1, '1tbs', { allowSingleLine: true }], + // require camel case names + camelcase: [1, { properties: 'always' }], + // enforce spacing before and after comma + 'comma-spacing': [1, { before: false, after: true }], + // enforce one true comma style + 'comma-style': [1, 'last'], + // require or disallow padding inside computed properties + 'computed-property-spacing': 0, + // enforces consistent naming when capturing the current execution context + 'consistent-this': 0, + // enforce newline at the end of file, with no multiple empty lines + 'eol-last': 1, + // require function expressions to have a name + 'func-names': 0, + // enforces use of function declarations or expressions + 'func-style': 0, + // this option enforces minimum and maximum identifier lengths (variable names, property names etc.) + 'id-length': 0, + // require identifiers to match the provided regular expression + 'id-match': 0, + // this option sets a specific tab width for your code + indent: [1, 2, { SwitchCase: 1 }], + // specify whether double or single quotes should be used in JSX attributes + 'jsx-quotes': [1, 'prefer-double'], + // enforces spacing between keys and values in object literal properties + 'key-spacing': [1, { beforeColon: false, afterColon: true }], + // disallow mixed "LF" and "CRLF" as linebreaks + 'linebreak-style': 0, + // enforces empty lines around comments + 'lines-around-comment': 0, + // specify the maximum depth that blocks can be nested + 'max-depth': [0, 4], + // specify the maximum length of a line in your program + 'max-len': [0, 80, 4], + // specify the maximum depth callbacks can be nested + 'max-nested-callbacks': 0, + // limits the number of parameters that can be used in the function declaration. + 'max-params': [0, 3], + // specify the maximum number of statement allowed in a function + 'max-statements': [0, 10], + // require a capital letter for constructors + 'new-cap': [1, { newIsCap: true }], + // disallow the omission of parentheses when invoking a constructor with no arguments + 'new-parens': 0, + // allow/disallow an empty newline after var statement + 'newline-after-var': 0, + // disallow use of the Array constructor + 'no-array-constructor': 0, + // disallow use of bitwise operators + 'no-bitwise': 0, + // disallow use of the continue statement + 'no-continue': 0, + // disallow comments inline after code + 'no-inline-comments': 0, + // disallow if as the only statement in an else block + 'no-lonely-if': 0, + // disallow mixed spaces and tabs for indentation + 'no-mixed-spaces-and-tabs': 1, + // disallow multiple empty lines + 'no-multiple-empty-lines': [1, { max: 2, maxEOF: 1 }], + // disallow negated conditions + 'no-negated-condition': 0, + // disallow nested ternary expressions + 'no-nested-ternary': 1, + // disallow use of the Object constructor + 'no-new-object': 1, + // disallow use of unary operators, ++ and -- + 'no-plusplus': 0, + // disallow use of certain syntax in code + 'no-restricted-syntax': 0, + // disallow space between function identifier and application + 'no-spaced-func': 1, + // disallow the use of ternary operators + 'no-ternary': 0, + // disallow trailing whitespace at the end of lines + 'no-trailing-spaces': 1, + // disallow dangling underscores in identifiers + 'no-underscore-dangle': 0, + // disallow the use of Boolean literals in conditional expressions + 'no-unneeded-ternary': 0, + // require or disallow padding inside curly braces + 'object-curly-spacing': ["error", "always"], + // allow just one var statement per function + 'one-var': [1, 'never'], + // require assignment operator shorthand where possible or prohibit it entirely + 'operator-assignment': 0, + // enforce operators to be placed before or after line breaks + 'operator-linebreak': 0, + // enforce padding within blocks + 'padded-blocks': [1, 'never'], + // require quotes around object literal property names + 'quote-props': 0, + // specify whether double or single quotes should be used + quotes: 0, + // Require JSDoc comment + 'require-jsdoc': 0, + // enforce spacing before and after semicolons + 'semi-spacing': [1, { before: false, after: true }], + // require or disallow use of semicolons instead of ASI + semi: [1, 'always'], + // sort variables within the same declaration block + 'sort-vars': 0, + // require a space after certain keywords + 'keyword-spacing': 1, + // require or disallow space before blocks + 'space-before-blocks': 1, + // require or disallow space before function opening parenthesis + 'space-before-function-paren': [0, { anonymous: 'always', named: 'never' }], + // require or disallow space before blocks + 'space-in-parens': 0, + // require spaces around operators + 'space-infix-ops': 1, + // Require or disallow spaces before/after unary operators + 'space-unary-ops': 0, + // require or disallow a space immediately following the // or /* in a comment + 'spaced-comment': [ + 1, + 'always', + { + exceptions: ['-', '+', '/', '='], + markers: ['=', '!', '/'] // space here to support sprockets directives + } + ], + // require regex literals to be wrapped in parentheses + 'wrap-regex': 0, + + //========================================================================= + //==================== ES6 Rules ========================================== + //========================================================================= + 'arrow-body-style': [1, 'as-needed'], + // require parens in arrow function arguments + 'arrow-parens': [1, 'as-needed'], + // require space before/after arrow function"s arrow + 'arrow-spacing': 1, + // verify super() callings in constructors + 'constructor-super': 1, + // enforce the spacing around the * in generator functions + 'generator-star-spacing': 1, + // disallow arrow functions where a condition is expected + 'no-confusing-arrow': 1, + // disallow modifying variables of class declarations + 'no-class-assign': 1, + // disallow modifying variables that are declared using const + 'no-const-assign': 1, + // disallow duplicate name in class members + 'no-dupe-class-members': 1, + // disallow to use this/super before super() calling in constructors. + 'no-this-before-super': 1, + // require let or const instead of var + 'no-var': 0, //TODO: enable on full migration to es6 + // require method and property shorthand syntax for object literals + 'object-shorthand': 0, + // suggest using arrow functions as callbacks + 'prefer-arrow-callback': 0, //TODO: enable on full migration to es6 + // suggest using of const declaration for variables that are never modified after declared + 'prefer-const': 0, //TODO: enable on full migration to es6 + // suggest using Reflect methods where applicable + 'prefer-reflect': 0, + // suggest using the spread operator instead of .apply() + 'prefer-spread': 0, + // suggest using template literals instead of strings concatenation + 'prefer-template': 0, //TODO: enable on full migration to es6 + // disallow generator functions that do not have yield + 'require-yield': 0 + } +}; diff --git a/binding/nodejs/.gitignore b/binding/nodejs/.gitignore new file mode 100644 index 0000000..b01446f --- /dev/null +++ b/binding/nodejs/.gitignore @@ -0,0 +1,5 @@ +node_modules +lib +resources +package-lock.json +dist diff --git a/binding/nodejs/.npmignore b/binding/nodejs/.npmignore new file mode 100644 index 0000000..3c3629e --- /dev/null +++ b/binding/nodejs/.npmignore @@ -0,0 +1 @@ +node_modules diff --git a/binding/nodejs/.prettierignore b/binding/nodejs/.prettierignore new file mode 100644 index 0000000..e33e9b1 --- /dev/null +++ b/binding/nodejs/.prettierignore @@ -0,0 +1,2 @@ +.eslintrc.js +lib/** diff --git a/binding/nodejs/.prettierrc b/binding/nodejs/.prettierrc new file mode 100644 index 0000000..8a9f380 --- /dev/null +++ b/binding/nodejs/.prettierrc @@ -0,0 +1,8 @@ +{ + "semi": true, + "trailingComma": "es5", + "singleQuote": true, + "printWidth": 80, + "tabWidth": 2, + "arrowParens": "avoid" +} diff --git a/binding/nodejs/README.md b/binding/nodejs/README.md new file mode 100644 index 0000000..51e0fa6 --- /dev/null +++ b/binding/nodejs/README.md @@ -0,0 +1,145 @@ +# Eagle Binding for Node.js + +## Eagle Speaker Recognition Engine + +Made in Vancouver, Canada by [Picovoice](https://picovoice.ai) + +Eagle is an on-device speaker recognition engine. Eagle is: + +- Private; All voice processing runs locally. +- Cross-Platform: + - Linux (x86_64), macOS (x86_64, arm64), Windows (x86_64) + - Android and iOS + - Chrome, Safari, Firefox, and Edge + - Raspberry Pi (3, 4, 5) and NVIDIA Jetson Nano + +## Compatibility + +- Node.js 16+ +- Runs on Linux (x86_64), macOS (x86_64, arm64), Windows (x86_64), Raspberry Pi (3, 4, 5), and NVIDIA Jetson Nano. + +## Installation + +Using `yarn`: + +```console +yarn add @picovoice/eagle-node +``` + +or using `npm`: + +```console +npm install --save @picovoice/eagle-node +``` + +## AccessKey + +Eagle requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using Eagle +SDKs. You can get your `AccessKey` for free. Make sure to keep your `AccessKey` secret. +Signup or Login to [Picovoice Console](https://console.picovoice.ai/) to get your `AccessKey`. + +## Usage + +Eagle has two distinct steps: Enrollment and Recognition. In the enrollment step, Eagle analyzes a series of +utterances from a particular speaker to learn their unique voiceprint. This step produces a profile object, +which can be stored and utilized during inference. During the Recognition step, Eagle compares the incoming frames of +audio to the voiceprints of all enrolled speakers in real-time to determine the similarity between them. + +### Speaker Enrollment + +Create an instance of the profiler: + +```typescript +const { EagleProfiler } = require("@picovoice/eagle-node"); + +const accessKey = "${ACCESS_KEY}"; // Obtained from the Picovoice Console (https://console.picovoice.ai/) +const eagleProfiler = new EagleProfiler(accessKey); +``` + +`EagleProfiler` is responsible for processing and enrolling PCM audio data, with the valid audio sample rate determined +by `eagleProfiler.sampleRate`. The audio data must be 16-bit linearly-encoded and single-channel. + +When passing samples to `eagleProfiler.enroll`, the number of samples must be at +least `eagleProfiler.minEnrollSamples` to ensure sufficient data for enrollment. The percentage value +returned from this process indicates the progress of enrollment, while the feedback value can be utilized to determine the status of the enrollment process. + +```typescript +const { EnrollProgress } = require("@picovoice/eagle-node"); + +function getAudioData(numSamples): Int16Array { + // get audio frame of size `numSamples` +} + +let percentage = 0; +while (percentage < 100) { + const audioData = getAudioData(eagleProfiler.minEnrollSamples); + + const result: EnrollProgress = await eagleProfiler.enroll(audioData); + if (result.feedback === EagleProfilerEnrollFeedback.NONE) { + // audio is good! + } else { + // feedback code will tell you why audio was not used in enrollment + } + percentage = result.percentage; +} +``` + +After the percentage reaches 100%, the enrollment process is considered complete. While it is possible to continue +providing additional audio data to the profiler to improve the accuracy of the voiceprint, it is not necessary to do so. +Moreover, if the audio data submitted is unsuitable for enrollment, the feedback value will indicate the reason, and the +enrollment progress will remain unchanged. + +```typescript +const speakerProfile: Uint8Array = eagleProfiler.export(); +``` + +The `eagleProfiler.export()` function produces a binary array, which can be saved to a file. + +To reset the profiler and enroll a new speaker, the `eagleProfiler.reset()` method can be used. This method clears all +previously stored data, making it possible to start a new enrollment session with a different speaker. + +Finally, when done be sure to explicitly release the resources: + +```typescript +eagleProfiler.release(); +``` + +### Speaker Recognition + +Create an instance of the engine with one or more speaker profiles created by the profiler: + +```typescript +const { Eagle } = require("@picovoice/eagle-node"); + +const accessKey = "${ACCESS_KEY}"; // Obtained from the Picovoice Console (https://console.picovoice.ai/) +const eagle = new Eagle(accessKey, speakerProfile); +``` + +When initialized, `eagle.sampleRate` specifies the valid sample rate for Eagle. The expected length of a frame, or the +number of audio samples in an input array, is defined by `eagle.frameLength`. + +Like the profiler, Eagle is designed to work with single-channel audio that is encoded using 16-bit linear PCM. + +```typescript +function getAudioData(numSamples): Int16Array { + // get audio frame of size `numSamples` +} + +while (true) { + const audioData = getAudioData(eagle.frameLength); + const scores: number[] = eagle.process(audioData); +} +``` + +The return value `scores` represents the degree of similarity between the input audio frame and the enrolled speakers. +Each value is a floating-point number ranging from 0 to 1, with higher values indicating a greater degree of similarity. + +Finally, when done be sure to explicitly release the resources: + +```typescript +eagle.release(); +``` + +## Demos + +The [Eagle Node.js demo package](https://www.npmjs.com/package/@picovoice/eagle-node-demo) provides command-line utilities for processing audio using Eagle. diff --git a/binding/nodejs/copy.js b/binding/nodejs/copy.js new file mode 100644 index 0000000..4c1ebcb --- /dev/null +++ b/binding/nodejs/copy.js @@ -0,0 +1,36 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +"use strict"; + +const { mkdirp } = require("mkdirp"); +const ncp = require("ncp").ncp; + +console.log("Copying library files..."); + +// Library & Model +mkdirp.sync("./lib/common"); +ncp( + "../../lib/common/eagle_params.pv", + "./lib/common/eagle_params.pv", + function (err) { + if (err) { + return console.error(err); + } + console.log("../../lib/common copied."); + } +); + +ncp("../../lib/node", "./lib", function (err) { + if (err) { + return console.error(err); + } + console.log("../../lib/node copied."); +}); diff --git a/binding/nodejs/jest.config.js b/binding/nodejs/jest.config.js new file mode 100644 index 0000000..e86e13b --- /dev/null +++ b/binding/nodejs/jest.config.js @@ -0,0 +1,5 @@ +/** @type {import('ts-jest/dist/types').InitialOptionsTsJest} */ +module.exports = { + preset: 'ts-jest', + testEnvironment: 'node', +}; diff --git a/binding/nodejs/package.json b/binding/nodejs/package.json new file mode 100644 index 0000000..1078cf7 --- /dev/null +++ b/binding/nodejs/package.json @@ -0,0 +1,62 @@ + +{ + "name": "@picovoice/eagle-node", + "version": "1.0.0", + "description": "Picovoice Eagle Node.js binding", + "main": "dist/index.js", + "types": "dist/types/index.d.ts", + "scripts": { + "build": "npm-run-all --parallel build:**", + "build:all": "tsc", + "build:types": "tsc --declaration --declarationMap --emitDeclarationOnly --outDir ./dist/types", + "prepack": "npm run build", + "prepare": "node copy.js", + "test": "jest --no-cache", + "lint": "eslint . --ext .js,.ts" + }, + "repository": { + "type": "git", + "url": "git+https://github.com/Picovoice/eagle.git", + "directory": "binding/nodejs" + }, + "keywords": [ + "ai", + "offline", + "private", + "speaker recognition", + "voice assistant", + "voice" + ], + "author": "Picovoice Inc.", + "license": "Apache-2.0", + "bugs": { + "url": "https://github.com/Picovoice/eagle/issues" + }, + "homepage": "https://picovoice.ai/platform/eagle/", + "devDependencies": { + "@types/jest": "^27.4.1", + "@types/node": "^18.11.9", + "@typescript-eslint/eslint-plugin": "^5.19.0", + "@typescript-eslint/parser": "^5.19.0", + "eslint": "^8.13.0", + "eslint-plugin-jest": "^27.1.6", + "jest": "^27.5.1", + "mkdirp": "^3.0.1", + "ncp": "^2.0.0", + "npm-run-all": "^4.1.5", + "prettier": "^2.6.2", + "ts-jest": "^27.1.3", + "typescript": "^4.6.2", + "wavefile": "^11.0.0" + }, + "engines": { + "node": ">=16.0.0" + }, + "cpu": [ + "!ia32", + "!mips", + "!ppc", + "!ppc64" + ], + "dependencies": {} +} diff --git a/binding/nodejs/src/eagle.ts b/binding/nodejs/src/eagle.ts new file mode 100644 index 0000000..09bc4ab --- /dev/null +++ b/binding/nodejs/src/eagle.ts @@ -0,0 +1,495 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// + +import * as fs from 'fs'; +import * as path from 'path'; +import * as assert from 'assert'; + +import PvStatus from './pv_status_t'; + +import { + EagleInvalidArgumentError, + EagleInvalidStateError, + pvStatusToException, +} from './errors'; + +import { + EagleOptions, + EnrollProgress +} from './types'; + +import { getSystemLibraryPath } from './platforms'; + +const DEFAULT_MODEL_PATH = '../lib/common/eagle_params.pv'; + +type EagleProfilerAndStatus = { profiler: any; status: PvStatus }; +type EnrollStatus = EnrollProgress & { + status: PvStatus; +}; +type ExportStatus = { + speaker_profile: Uint8Array; + status: PvStatus; +}; +type EagleHandleAndStatus = { handle: any; status: PvStatus }; +type ProcessStatus = { + scores: number[]; + status: PvStatus; +}; + +/** + * Node.js binding for Eagle speaker recognition engine + * + * Performs the calls to the Eagle node library. Does some basic parameter validation to prevent + * errors occurring in the library layer. Provides clearer error messages in native JavaScript. + */ +export class EagleProfiler { + private _pvEagle: any; + private _profiler: any; + + private readonly _version: string; + private readonly _sampleRate: number; + private readonly _frameLength: number; + private readonly _minEnrollSamples: number; + + /** + * Creates an instance of Eagle Profiler. + * @param {string} accessKey AccessKey obtained from Picovoice Console (https://console.picovoice.ai/). + * @param options Optional configuration arguments. + * @param {string} options.modelPath the path to the Eagle model (.pv extension) + * @param {string} options.libraryPath the path to the Eagle library (.node extension) + */ + constructor(accessKey: string, options: EagleOptions = {}) { + assert(typeof accessKey === 'string'); + if ( + accessKey === null || + accessKey === undefined || + accessKey.length === 0 + ) { + throw new EagleInvalidArgumentError(`No AccessKey provided to Eagle Profiler`); + } + + const { + modelPath = path.resolve(__dirname, DEFAULT_MODEL_PATH), + libraryPath = getSystemLibraryPath(), + } = options; + + if (!fs.existsSync(libraryPath)) { + throw new EagleInvalidArgumentError( + `File not found at 'libraryPath': ${libraryPath}` + ); + } + + if (!fs.existsSync(modelPath)) { + throw new EagleInvalidArgumentError( + `File not found at 'modelPath': ${modelPath}` + ); + } + + const pvEagle = require(libraryPath); // eslint-disable-line + this._pvEagle = pvEagle; + + let eagleProfilerAndStatus: EagleProfilerAndStatus | null = null; + try { + pvEagle.set_sdk('nodejs'); + + eagleProfilerAndStatus = pvEagle.profiler_init(accessKey, modelPath); + } catch (err: any) { + pvStatusToException(PvStatus[err.code as keyof typeof PvStatus], err); + } + + const status = eagleProfilerAndStatus!.status; + if (status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, 'Eagle Profiler failed to initialize'); + } + + this._profiler = eagleProfilerAndStatus!.profiler; + this._version = pvEagle.version(); + this._sampleRate = pvEagle.sample_rate(); + this._frameLength = pvEagle.frame_length(); + this._minEnrollSamples = pvEagle.profiler_enroll_min_audio_length_samples(this._profiler).num_samples; + } + + /** + * @returns the version of the Eagle engine + */ + get version(): string { + return this._version; + } + + /** + * @returns the audio sampling rate accepted by the enroll function + * @see {@link enroll} + */ + get sampleRate(): number { + return this._sampleRate; + } + + /** + * @returns number of audio samples per frame (i.e. the length of the array provided to the enroll function) + * @see {@link process} + */ + get frameLength(): number { + return this._frameLength; + } + + /** + * @returns the minimum number of samples required by the enroll function + * @see {@link enroll} + */ + get minEnrollSamples(): number { + return this._minEnrollSamples; + } + + /** + * Enrolls a speaker. This function should be called multiple times with different utterances of the same speaker + * until `percentage` reaches `100.0`, at which point a speaker voice profile can be exported using `.export()`. + * Any further enrollment can be used to improve the speaker profile. The minimum length of the input pcm to + * `.enroll()` can be obtained by calling `.minEnrollSamples`. + * The audio data used for enrollment should satisfy the following requirements: + * - only one speaker should be present in the audio + * - the speaker should be speaking in a normal voice + * - the audio should contain no speech from other speakers and no other sounds (e.g. music) + * - it should be captured in a quiet environment with no background noise + * @param {Int16Array} pcm Audio data for enrollment. The audio needs to have a sample rate equal to `.sampleRate` and be + * 16-bit linearly-encoded. EagleProfiler operates on single-channel audio. + * @return {EnrollProgress} The percentage of completeness of the speaker enrollment process along with the feedback code + * corresponding to the last enrollment attempt: + * - `NONE`: The audio is good for enrollment. + * - `AUDIO_TOO_SHORT`: Audio length is insufficient for enrollment, + * i.e. it is shorter than`.min_enroll_samples`. + * - `UNKNOWN_SPEAKER`: There is another speaker in the audio that is different from the speaker + * being enrolled. Too much background noise may cause this error as well. + * - `NO_VOICE_FOUND`: The audio does not contain any voice, i.e. it is silent or + * has a low signal-to-noise ratio. + * - `QUALITY_ISSUE`: The audio quality is too low for enrollment due to a bad microphone + * or recording environment. + */ + enroll(pcm: Int16Array): EnrollProgress { + assert(pcm instanceof Int16Array); + + if ( + this._profiler === 0 || + this._profiler === null || + this._profiler === undefined + ) { + throw new EagleInvalidStateError('Eagle Profiler is not initialized'); + } + + if (pcm === undefined || pcm === null) { + throw new EagleInvalidArgumentError( + `PCM array provided to 'Eagle.enroll()' is undefined or null` + ); + } else if (pcm.length < this._minEnrollSamples) { + throw new EagleInvalidArgumentError( + `PCM size (${pcm.length}) must be greater than 'Eagle.minEnrollSamples' (${this.minEnrollSamples})` + ); + } + + let enrollStatus: EnrollStatus | null = null; + try { + enrollStatus = this._pvEagle.profiler_enroll(this._profiler, pcm, pcm.length); + } catch (err: any) { + pvStatusToException(PvStatus[err.code as keyof typeof PvStatus], err); + } + + const status = enrollStatus!.status; + if (status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, 'Eagle Profiler failed to process the audio frame'); + } + + return { + percentage: enrollStatus!.percentage, + feedback: enrollStatus!.feedback, + }; + } + + /** + * Exports the speaker profile of the current session. + * Will throw error if the profile is not ready. + * + * @return {Uint8Array} An EagleProfile object. + */ + export(): Uint8Array { + if ( + this._profiler === 0 || + this._profiler === null || + this._profiler === undefined + ) { + throw new EagleInvalidStateError('Eagle Profiler is not initialized'); + } + + let exportStatus: ExportStatus | null = null; + try { + exportStatus = this._pvEagle.profiler_export(this._profiler); + } catch (err: any) { + pvStatusToException(PvStatus[err.code as keyof typeof PvStatus], err); + } + + const status = exportStatus!.status; + if (status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, 'Eagle failed to export the speaker profile'); + } + + return exportStatus!.speaker_profile; + } + + /** + * Resets the internal state of Eagle Profiler. + * It should be called before starting a new enrollment session. + */ + reset(): void { + if ( + this._profiler === 0 || + this._profiler === null || + this._profiler === undefined + ) { + throw new EagleInvalidStateError('Eagle Profiler is not initialized'); + } + + let status: number | null = null; + try { + status = this._pvEagle.profiler_reset(this._profiler); + } catch (err: any) { + pvStatusToException(err.code, err); + } + + if (status && status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, "Eagle Profiler failed to reset"); + } + } + + /** + * Releases the resources acquired by Eagle. + * + * Be sure to call this when finished with the instance + * to reclaim the memory that was allocated by the C library. + */ + release(): void { + if (this._profiler !== 0) { + try { + this._pvEagle.profiler_delete(this._profiler); + } catch (err: any) { + pvStatusToException(err.code, err); + } + this._profiler = 0; + } + } + + private handlePvStatus(status: PvStatus, message: string): void { + const errorObject = this._pvEagle.get_error_stack(); + if (errorObject.status === PvStatus.SUCCESS) { + pvStatusToException(status, message, errorObject.message_stack); + } else { + pvStatusToException(status, 'Unable to get Eagle Profiler error state'); + } + } +} + +export class Eagle { + private _pvEagle: any; + private _handle: any; + + private readonly _version: string; + private readonly _sampleRate: number; + private readonly _frameLength: number; + + private readonly _numSpeakers: number; + + /** + * Creates an instance of Eagle. + * @param {string} accessKey AccessKey obtained from Picovoice Console (https://console.picovoice.ai/). + * @param speakerProfiles One or more Eagle speaker profiles. These can be constructed using `EagleProfiler`. + * @param options Optional configuration arguments. + * @param {string} options.modelPath the path to the Eagle model (.pv extension) + * @param {string} options.libraryPath the path to the Eagle library (.node extension) + */ + constructor( + accessKey: string, + speakerProfiles: Uint8Array[] | Uint8Array, + options: EagleOptions = {}) + { + assert(typeof accessKey === 'string'); + if ( + accessKey === null || + accessKey === undefined || + accessKey.length === 0 + ) { + throw new EagleInvalidArgumentError(`No AccessKey provided to Eagle`); + } + + const { + modelPath = path.resolve(__dirname, DEFAULT_MODEL_PATH), + libraryPath = getSystemLibraryPath(), + } = options; + + if (!fs.existsSync(libraryPath)) { + throw new EagleInvalidArgumentError( + `File not found at 'libraryPath': ${libraryPath}` + ); + } + + if (!fs.existsSync(modelPath)) { + throw new EagleInvalidArgumentError( + `File not found at 'modelPath': ${modelPath}` + ); + } + + const pvEagle = require(libraryPath); // eslint-disable-line + this._pvEagle = pvEagle; + + let eagleHandleAndStatus: EagleHandleAndStatus | null = null; + const numSpeakers = !Array.isArray(speakerProfiles) ? 1 : speakerProfiles.length; + try { + pvEagle.set_sdk('nodejs'); + + eagleHandleAndStatus = pvEagle.init( + accessKey, + modelPath, + numSpeakers, + !Array.isArray(speakerProfiles) ? [speakerProfiles] : speakerProfiles + ); + } catch (err: any) { + pvStatusToException(PvStatus[err.code as keyof typeof PvStatus], err); + } + + const status = eagleHandleAndStatus!.status; + if (status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, 'Eagle failed to initialize'); + } + + this._handle = eagleHandleAndStatus!.handle; + this._version = pvEagle.version(); + this._sampleRate = pvEagle.sample_rate(); + this._frameLength = pvEagle.frame_length(); + this._numSpeakers = numSpeakers; + } + + /** + * @returns the version of the Eagle engine + */ + get version(): string { + return this._version; + } + + /** + * @returns the audio sampling rate accepted by the process function + * @see {@link process} + */ + get sampleRate(): number { + return this._sampleRate; + } + + /** + * @returns number of audio samples per frame (i.e. the length of the array provided to the process function) + * @see {@link process} + */ + get frameLength(): number { + return this._frameLength; + } + + /** + * Processes a frame of audio and returns a list of similarity scores for each speaker profile. + * + * @param {Int16Array} pcm A frame of audio samples. The number of samples per frame can be attained by calling + * `.frameLength`. The incoming audio needs to have a sample rate equal to `.sampleRate` and be 16-bit + * linearly-encoded. Eagle operates on single-channel audio. + * + * @return {number[]} A list of similarity scores for each speaker profile. A higher score indicates that the voice + * belongs to the corresponding speaker. The range is [0, 1] with 1.0 representing a perfect match. + */ + process(pcm: Int16Array): number[] { + assert(pcm instanceof Int16Array); + + if ( + this._handle === 0 || + this._handle === null || + this._handle === undefined + ) { + throw new EagleInvalidStateError('Eagle is not initialized'); + } + + if (pcm === undefined || pcm === null) { + throw new EagleInvalidArgumentError( + `PCM array provided to 'Eagle.process()' is undefined or null` + ); + } else if (pcm.length !== this.frameLength) { + throw new EagleInvalidArgumentError( + `Size of frame array provided to 'Eagle.process()' (${pcm.length}) does not match the engine 'Eagle.frameLength' (${this.frameLength})` + ); + } + + let processStatus: ProcessStatus | null = null; + try { + processStatus = this._pvEagle.process(this._handle, pcm, this._numSpeakers); + } catch (err: any) { + pvStatusToException(PvStatus[err.code as keyof typeof PvStatus], err); + } + + const status = processStatus!.status; + if (status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, 'Eagle failed to process the audio frame'); + } + + return processStatus!.scores; + } + + /** + * Resets the internal state of the engine. + * It is best to call before processing a new sequence of audio (e.g. a new voice interaction). + * This ensures that the accuracy of the engine is not affected by a change in audio context. + */ + reset(): void { + if ( + this._handle === 0 || + this._handle === null || + this._handle === undefined + ) { + throw new EagleInvalidStateError('Eagle is not initialized'); + } + + let status: number | null = null; + try { + status = this._pvEagle.reset(this._handle); + } catch (err: any) { + pvStatusToException(err.code, err); + } + + if (status && status !== PvStatus.SUCCESS) { + this.handlePvStatus(status, "Eagle failed to reset"); + } + } + + /** + * Releases the resources acquired by Eagle. + * + * Be sure to call this when finished with the instance + * to reclaim the memory that was allocated by the C library. + */ + release(): void { + if (this._handle !== 0) { + try { + this._pvEagle.delete(this._handle); + } catch (err: any) { + pvStatusToException(err.code, err); + } + this._handle = 0; + } + } + + private handlePvStatus(status: PvStatus, message: string): void { + const errorObject = this._pvEagle.get_error_stack(); + if (errorObject.status === PvStatus.SUCCESS) { + pvStatusToException(status, message, errorObject.message_stack); + } else { + pvStatusToException(status, 'Unable to get Eagle error state'); + } + } +} diff --git a/binding/nodejs/src/errors.ts b/binding/nodejs/src/errors.ts new file mode 100644 index 0000000..c2cfe6c --- /dev/null +++ b/binding/nodejs/src/errors.ts @@ -0,0 +1,93 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +import PvStatus from './pv_status_t'; + +export class EagleError extends Error { + private readonly _message: string; + private readonly _messageStack: string[]; + + constructor(message: string, messageStack: string[] = []) { + super(EagleError.errorToString(message, messageStack)); + this._message = message; + this._messageStack = messageStack; + } + + get message(): string { + return this._message; + } + + get messageStack(): string[] { + return this._messageStack; + } + + private static errorToString( + initial: string, + messageStack: string[] + ): string { + let msg = initial; + + if (messageStack.length > 0) { + msg += `: ${messageStack.reduce((acc, value, index) => + acc + '\n [' + index + '] ' + value, '')}`; + } + + return msg; + } +} + +export class EagleOutOfMemoryError extends EagleError {} +export class EagleIOError extends EagleError {} +export class EagleInvalidArgumentError extends EagleError {} +export class EagleStopIterationError extends EagleError {} +export class EagleKeyError extends EagleError {} +export class EagleInvalidStateError extends EagleError {} +export class EagleRuntimeError extends EagleError {} +export class EagleActivationError extends EagleError {} +export class EagleActivationLimitReachedError extends EagleError {} +export class EagleActivationThrottledError extends EagleError {} +export class EagleActivationRefusedError extends EagleError {} + +export function pvStatusToException( + pvStatus: PvStatus, + errorMessage: string, + messageStack: string[] = [] +): EagleError { + switch (pvStatus) { + case PvStatus.OUT_OF_MEMORY: + throw new EagleOutOfMemoryError(errorMessage, messageStack); + case PvStatus.IO_ERROR: + throw new EagleIOError(errorMessage, messageStack); + case PvStatus.INVALID_ARGUMENT: + throw new EagleInvalidArgumentError(errorMessage, messageStack); + case PvStatus.STOP_ITERATION: + throw new EagleStopIterationError(errorMessage, messageStack); + case PvStatus.KEY_ERROR: + throw new EagleKeyError(errorMessage, messageStack); + case PvStatus.INVALID_STATE: + throw new EagleInvalidStateError(errorMessage, messageStack); + case PvStatus.RUNTIME_ERROR: + throw new EagleRuntimeError(errorMessage, messageStack); + case PvStatus.ACTIVATION_ERROR: + throw new EagleActivationError(errorMessage, messageStack); + case PvStatus.ACTIVATION_LIMIT_REACHED: + throw new EagleActivationLimitReachedError(errorMessage, messageStack); + case PvStatus.ACTIVATION_THROTTLED: + throw new EagleActivationThrottledError(errorMessage, messageStack); + case PvStatus.ACTIVATION_REFUSED: + throw new EagleActivationRefusedError(errorMessage, messageStack); + default: + // eslint-disable-next-line no-console + console.warn(`Unmapped error code: ${pvStatus}`); + throw new EagleError(errorMessage, messageStack); + } +} diff --git a/binding/nodejs/src/index.ts b/binding/nodejs/src/index.ts new file mode 100644 index 0000000..26cedc4 --- /dev/null +++ b/binding/nodejs/src/index.ts @@ -0,0 +1,34 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +import { EagleProfiler, Eagle } from './eagle'; + +import { getInt16Frames, checkWaveFile } from './wave_util'; + +import { + EagleOptions, + EagleProfilerEnrollFeedback, + EnrollProgress +} from './types'; + +import * as EagleErrors from './errors'; + +export { + EagleProfiler, + Eagle, + EagleOptions, + EagleProfilerEnrollFeedback, + EnrollProgress, + EagleErrors, + checkWaveFile, + getInt16Frames, +}; diff --git a/binding/nodejs/src/platforms.ts b/binding/nodejs/src/platforms.ts new file mode 100644 index 0000000..64d64d0 --- /dev/null +++ b/binding/nodejs/src/platforms.ts @@ -0,0 +1,197 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +"use strict"; + +import * as fs from "fs"; +import * as os from "os"; +import * as path from "path"; + +import { EagleRuntimeError } from "./errors"; + +const SYSTEM_LINUX = "linux"; +const SYSTEM_MAC = "darwin"; +const SYSTEM_WINDOWS = "win32"; + +const X86_64 = "x64"; +const ARM_32 = "arm"; +const ARM_64 = "arm64"; + +const PLATFORM_JETSON = "jetson"; +const PLATFORM_LINUX = "linux"; +const PLATFORM_MAC = "mac"; +const PLATFORM_RASPBERRY_PI = "raspberry-pi"; +const PLATFORM_WINDOWS = "windows"; + +const ARM_CPU_64 = "-aarch64"; +const ARM_CPU_CORTEX_A53 = "cortex-a53"; +const ARM_CPU_CORTEX_A57 = "cortex-a57"; +const ARM_CPU_CORTEX_A72 = "cortex-a72"; +const ARM_CPU_CORTEX_A76 = "cortex-a76"; + +const LIBRARY_PATH_PREFIX = "../lib/"; +const SYSTEM_TO_LIBRARY_PATH = new Map(); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_MAC}/${X86_64}`, + `${PLATFORM_MAC}/x86_64/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_MAC}/${ARM_64}`, + `${PLATFORM_MAC}/arm64/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${X86_64}`, + `${PLATFORM_LINUX}/x86_64/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A53}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A53}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A53}${ARM_CPU_64}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A53}${ARM_CPU_64}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A72}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A72}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A72}${ARM_CPU_64}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A72}${ARM_CPU_64}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A76}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A76}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A76}${ARM_CPU_64}`, + `${PLATFORM_RASPBERRY_PI}/${ARM_CPU_CORTEX_A76}${ARM_CPU_64}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_LINUX}/${ARM_CPU_CORTEX_A57}${ARM_CPU_64}`, + `${PLATFORM_JETSON}/${ARM_CPU_CORTEX_A57}${ARM_CPU_64}/pv_eagle.node` +); +SYSTEM_TO_LIBRARY_PATH.set( + `${SYSTEM_WINDOWS}/${X86_64}`, + `${PLATFORM_WINDOWS}/amd64/pv_eagle.node` +); + +function absoluteLibraryPath(libraryPath: string): string { + return path.resolve(__dirname, LIBRARY_PATH_PREFIX, libraryPath); +} + +function getCpuPart(): string { + const cpuInfo = fs.readFileSync("/proc/cpuinfo", "ascii"); + for (const infoLine of cpuInfo.split("\n")) { + if (infoLine.includes("CPU part")) { + const infoLineSplit = infoLine.split(' '); + return infoLineSplit[infoLineSplit.length - 1].toLowerCase(); + } + } + throw new EagleRuntimeError(`Unsupported CPU.`); +} + +function getLinuxPlatform(): string { + const cpuPart = getCpuPart(); + switch (cpuPart) { + case "0xc07": + case "0xd03": + case "0xd08": + case "0xd0b": return PLATFORM_RASPBERRY_PI; + case "0xd07": return PLATFORM_JETSON; + default: + throw new EagleRuntimeError(`Unsupported CPU: '${cpuPart}'`); + } +} + +function getLinuxMachine(arch: string): string { + let archInfo = ""; + if (arch === ARM_64) { + archInfo = ARM_CPU_64; + } + + const cpuPart = getCpuPart(); + switch (cpuPart) { + case "0xd03": return ARM_CPU_CORTEX_A53 + archInfo; + case "0xd07": return ARM_CPU_CORTEX_A57 + archInfo; + case "0xd08": return ARM_CPU_CORTEX_A72 + archInfo; + case "0xd0b": return ARM_CPU_CORTEX_A76 + archInfo; + default: + throw new EagleRuntimeError(`Unsupported CPU: '${cpuPart}'`); + } +} + +export function getPlatform(): string { + const system = os.platform(); + const arch = os.arch(); + + if (system === SYSTEM_MAC && (arch === X86_64 || arch === ARM_64)) { + return PLATFORM_MAC; + } + + if (system === SYSTEM_WINDOWS && arch === X86_64) { + return PLATFORM_WINDOWS; + } + + if (system === SYSTEM_LINUX) { + if (arch === X86_64) { + return PLATFORM_LINUX; + } + return getLinuxPlatform(); + } + + throw `System ${system}/${arch} is not supported by this library.`; +} + +export function getSystemLibraryPath(): string { + const system = os.platform(); + const arch = os.arch(); + + switch (system) { + case SYSTEM_MAC: + if (arch === X86_64) { + return absoluteLibraryPath( + SYSTEM_TO_LIBRARY_PATH.get(`${SYSTEM_MAC}/${X86_64}`) + ); + } else if (arch === ARM_64) { + return absoluteLibraryPath( + SYSTEM_TO_LIBRARY_PATH.get(`${SYSTEM_MAC}/${ARM_64}`) + ); + } + break; + case SYSTEM_LINUX: + if (arch === X86_64) { + return absoluteLibraryPath( + SYSTEM_TO_LIBRARY_PATH.get(`${SYSTEM_LINUX}/${X86_64}`) + ); + } else if (arch === ARM_32 || arch === ARM_64) { + const linuxMachine = getLinuxMachine(arch); + if (linuxMachine !== null) { + return absoluteLibraryPath( + SYSTEM_TO_LIBRARY_PATH.get(`${SYSTEM_LINUX}/${linuxMachine}`) + ); + } + throw new EagleRuntimeError( + `System ${system}/${arch} is not supported by this library for this CPU.` + ); + } + break; + case SYSTEM_WINDOWS: + if (arch === X86_64) { + return absoluteLibraryPath( + SYSTEM_TO_LIBRARY_PATH.get(`${SYSTEM_WINDOWS}/${X86_64}`) + ); + } + break; + default: + } + + throw new EagleRuntimeError(`System ${system}/${arch} is not supported by this library.`); +} diff --git a/binding/nodejs/src/pv_status_t.ts b/binding/nodejs/src/pv_status_t.ts new file mode 100644 index 0000000..a18dd3e --- /dev/null +++ b/binding/nodejs/src/pv_status_t.ts @@ -0,0 +1,28 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +enum PvStatus { + SUCCESS = 0, + OUT_OF_MEMORY, + IO_ERROR, + INVALID_ARGUMENT, + STOP_ITERATION, + KEY_ERROR, + INVALID_STATE, + RUNTIME_ERROR, + ACTIVATION_ERROR, + ACTIVATION_LIMIT_REACHED, + ACTIVATION_THROTTLED, + ACTIVATION_REFUSED, +} + +export default PvStatus; diff --git a/binding/nodejs/src/types.ts b/binding/nodejs/src/types.ts new file mode 100644 index 0000000..e1dbc3d --- /dev/null +++ b/binding/nodejs/src/types.ts @@ -0,0 +1,26 @@ +/* + Copyright 2024 Picovoice Inc. + You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" + file accompanying this source. + Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on + an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the + specific language governing permissions and limitations under the License. +*/ + +export enum EagleProfilerEnrollFeedback { + NONE = "NONE", + AUDIO_TOO_SHORT = "AUDIO_TOO_SHORT", + UNKNOWN_SPEAKER = "UNKNOWN_SPEAKER", + NO_VOICE_FOUND = "NO_VOICE_FOUND", + QUALITY_ISSUE = "QUALITY_ISSUE", +} + +export type EnrollProgress = { + percentage: number; + feedback: EagleProfilerEnrollFeedback; +}; + +export type EagleOptions = { + modelPath?: string; + libraryPath?: string; +}; diff --git a/binding/nodejs/src/wave_util.ts b/binding/nodejs/src/wave_util.ts new file mode 100644 index 0000000..6ddff3b --- /dev/null +++ b/binding/nodejs/src/wave_util.ts @@ -0,0 +1,62 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +function chunkArray(array: Int16Array, size: number): Int16Array[] { + return Array.from({ length: Math.ceil(array.length / size) }, (v, index) => + array.slice(index * size, index * size + size) + ); +} + +export function checkWaveFile( + waveFile: any, + engineSampleRate: number +): boolean { + let valid = true; + + if (waveFile.bitDepth !== '16') { + // eslint-disable-next-line no-console + console.error('Audio bit depth must be 16-bit'); + valid = false; + } + + if (waveFile.fmt.numChannels !== 1) { + // eslint-disable-next-line no-console + console.error('Audio must be single channel'); + valid = false; + } + + if (waveFile.fmt.sampleRate !== engineSampleRate) { + // eslint-disable-next-line no-console + console.error( + `Audio sample rate ${waveFile.sampleRate} does not match Picovoice sample rate ${engineSampleRate}` + ); + valid = false; + } + + return valid; +} + +export function getInt16Frames( + waveFile: any, + frameLength: number +): Int16Array[] { + const samples = waveFile.getSamples(false, Int16Array); + + const frames = chunkArray(samples, frameLength); + + // throw out remainder / partial frame + if (frames[frames.length - 1].length !== frameLength) { + frames.pop(); + } + + return frames; +} diff --git a/binding/nodejs/test/index.test.ts b/binding/nodejs/test/index.test.ts new file mode 100644 index 0000000..c36b730 --- /dev/null +++ b/binding/nodejs/test/index.test.ts @@ -0,0 +1,266 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +import { EagleProfiler, Eagle, EagleErrors } from '../src'; + +import { getSystemLibraryPath } from '../src/platforms'; + +import { loadPcm, getModelPath } from './test_utils'; + +const MODEL_PATH = getModelPath(); +const libraryPath = getSystemLibraryPath(); + +const WAV_PATH_SPEAKER_1_TEST_UTT = 'speaker_1_test_utt.wav'; +const WAV_PATH_SPEAKER_1_UTT_1 = 'speaker_1_utt_1.wav'; +const WAV_PATH_SPEAKER_1_UTT_2 = 'speaker_1_utt_2.wav'; +const WAV_PATH_SPEAKER_2_TEST_UTT = 'speaker_2_test_utt.wav'; + +const ACCESS_KEY = process.argv + .filter(x => x.startsWith('--access_key='))[0] + .split('--access_key=')[1]; + +const getProfile = ( + profiler: EagleProfiler, + audioChunks: Int16Array[], + expectedFeedback: string[] +): Uint8Array => { + let percentage = 0; + for (let i = 0; i < audioChunks.length; i++) { + const result = profiler.enroll(audioChunks[i]); + expect(result.feedback).toEqual(expectedFeedback[i]); + expect(result.percentage).toBeGreaterThan(0); + percentage = result.percentage; + } + expect(percentage).toEqual(100); + return profiler.export(); +}; + +const getScores = ( + eagle: Eagle, + pcm: Int16Array +): number[] => { + const allScores = []; + for ( + let i = 0; + i < pcm.length - eagle.frameLength; + i += eagle.frameLength + ) { + const score = eagle.process( + pcm.slice(i, i + eagle.frameLength) + ); + allScores.push(score[0]); + } + return allScores; +}; + +let testProfile: Uint8Array; + +beforeAll(() => { + let profiler = new EagleProfiler(ACCESS_KEY); + const inputPcm1 = loadPcm(WAV_PATH_SPEAKER_1_UTT_1); + const inputPcm2 = loadPcm(WAV_PATH_SPEAKER_1_UTT_2); + testProfile = getProfile( + profiler, + [inputPcm1, inputPcm2], + ["NONE", "NONE"]); + profiler.release(); +}); + +describe('successful processes', () => { + it('enroll with reset', () => { + let profiler = new EagleProfiler(ACCESS_KEY); + expect(profiler.sampleRate).toBeGreaterThan(0); + expect(profiler.frameLength).toBeGreaterThan(0); + expect(typeof profiler.version).toEqual('string'); + expect(profiler.version.length).toBeGreaterThan(0); + expect(profiler.minEnrollSamples).toBeGreaterThan(0); + + const inputPcm1 = loadPcm(WAV_PATH_SPEAKER_1_UTT_1); + const inputPcm2 = loadPcm(WAV_PATH_SPEAKER_1_UTT_2); + const profile = getProfile( + profiler, + [inputPcm1, inputPcm2], + ["NONE", "NONE"]); + expect(profile.byteLength).toBeGreaterThan(0); + profiler.reset(); + + const profile2 = getProfile( + profiler, + [inputPcm1, inputPcm2], + ["NONE", "NONE"]); + expect(profile2.byteLength).toEqual(profile.byteLength); + profiler.release(); + }); +}); + +describe('Eagle', () => { + test('eagle process with reset', () => { + const eagle = new Eagle(ACCESS_KEY, testProfile); + expect(eagle.sampleRate).toBeGreaterThan(0); + expect(eagle.frameLength).toBeGreaterThan(0); + expect(typeof eagle.version).toEqual('string'); + expect(eagle.version.length).toBeGreaterThan(0); + + const testPcm = loadPcm(WAV_PATH_SPEAKER_1_TEST_UTT); + + const scores = getScores(eagle, testPcm); + expect(Math.max(...scores)).toBeGreaterThan(0.5); + eagle.reset(); + + const scores2 = getScores(eagle, testPcm); + expect(scores).toEqual(scores2); + eagle.release(); + }); + + test('eagle process imposter', () => { + const eagle = new Eagle(ACCESS_KEY, testProfile); + const imposterPcm = loadPcm(WAV_PATH_SPEAKER_2_TEST_UTT); + const imposterScores = getScores(eagle, imposterPcm); + expect(Math.max(...imposterScores)).toBeLessThan(0.5); + eagle.release(); + }); +}); + +describe('Defaults', () => { + test('Empty AccessKey', () => { + expect(() => { + new EagleProfiler(''); + }).toThrow(EagleErrors.EagleInvalidArgumentError); + }); +}); + +describe('manual paths', () => { + test('manual library path', () => { + let profiler = new EagleProfiler( + ACCESS_KEY, + { + modelPath: MODEL_PATH, + libraryPath: libraryPath, + } + ); + + const inputPcm1 = loadPcm(WAV_PATH_SPEAKER_1_UTT_1); + const inputPcm2 = loadPcm(WAV_PATH_SPEAKER_1_UTT_2); + const profile = getProfile( + profiler, + [inputPcm1, inputPcm2], + ["NONE", "NONE"] + ); + + const eagle = new Eagle( + ACCESS_KEY, + profile, + { + modelPath: MODEL_PATH, + libraryPath: libraryPath, + } + ); + + const testPcm = loadPcm(WAV_PATH_SPEAKER_1_TEST_UTT); + const scores = getScores(eagle, testPcm); + expect(Math.max(...scores)).toBeGreaterThan(0.5); + profiler.release(); + eagle.release(); + }); +}); + +describe('error message stack', () => { + test('message stack cleared after read (profiler)', () => { + let error: string[] = []; + try { + new EagleProfiler('invalid'); + } catch (e: any) { + error = e.messageStack; + } + + expect(error.length).toBeGreaterThan(0); + expect(error.length).toBeLessThanOrEqual(8); + + try { + new EagleProfiler('invalid'); + } catch (e: any) { + for (let i = 0; i < error.length; i++) { + expect(error[i]).toEqual(e.messageStack[i]); + } + } + }); + + test('message stack cleared after read', () => { + let error: string[] = []; + try { + new Eagle('invalid', testProfile); + } catch (e: any) { + error = e.messageStack; + } + + expect(error.length).toBeGreaterThan(0); + expect(error.length).toBeLessThanOrEqual(8); + + try { + new Eagle('invalid', testProfile); + } catch (e: any) { + for (let i = 0; i < error.length; i++) { + expect(error[i]).toEqual(e.messageStack[i]); + } + } + }); + + test('enroll/export error message', () => { + let error: string[] = []; + + let profiler = new EagleProfiler(ACCESS_KEY); + const testPcm = new Int16Array(profiler.minEnrollSamples); + const profilerBytes = profiler; + // @ts-ignore + profiler._profiler = 0; + + try { + profiler!.enroll(testPcm); + } catch (e: any) { + error = e.message; + } + + expect(error).toBeTruthy(); + + try { + profiler!.export(); + } catch (e: any) { + error = e.message; + } + + expect(error).toBeTruthy(); + + profiler = profilerBytes; + profiler.release(); + }); + + test('process error message', () => { + let error: string[] = []; + + let eagle = new Eagle(ACCESS_KEY, testProfile); + const testPcm = new Int16Array(eagle.frameLength); + const eagleBytes = eagle; + // @ts-ignore + eagle._handle = 0; + + try { + eagle!.process(testPcm); + } catch (e: any) { + error = e.message; + } + + expect(error).toBeTruthy(); + + eagle = eagleBytes; + eagle.release(); + }); +}); diff --git a/binding/nodejs/test/perf.test.ts b/binding/nodejs/test/perf.test.ts new file mode 100644 index 0000000..02cf024 --- /dev/null +++ b/binding/nodejs/test/perf.test.ts @@ -0,0 +1,105 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +'use strict'; + +import { Eagle, EagleProfiler } from '../src'; + +import { loadPcm } from './test_utils'; + +const WAV_PATH_SPEAKER_1_TEST_UTT = 'speaker_1_test_utt.wav'; +const WAV_PATH_SPEAKER_1_UTT_1 = 'speaker_1_utt_1.wav'; +const WAV_PATH_SPEAKER_1_UTT_2 = 'speaker_1_utt_2.wav'; + +const ACCESS_KEY = + process.argv + .filter(x => x.startsWith('--access_key='))[0] + ?.split('--access_key=')[1] ?? ''; +const NUM_TEST_ITERATIONS = Number( + process.argv + .filter(x => x.startsWith('--num_test_iterations='))[0] + ?.split('--num_test_iterations=')[1] ?? 0 +); +const ENROLL_PERFORMANCE_THRESHOLD_SEC = Number( + process.argv + .filter(x => x.startsWith('--enroll_performance_threshold_sec='))[0] + ?.split('--enroll_performance_threshold_sec=')[1] ?? 0 +); +const PROC_PERFORMANCE_THRESHOLD_SEC = Number( + process.argv + .filter(x => x.startsWith('--proc_performance_threshold_sec='))[0] + ?.split('--proc_performance_threshold_sec=')[1] ?? 0 +); + +describe('Performance', () => { + test('enroll performance', () => { + const enrollPerfResults: number[] = []; + const profiler = new EagleProfiler(ACCESS_KEY); + const enrollPcm = loadPcm(WAV_PATH_SPEAKER_1_TEST_UTT); + + for (let i = 0; i < NUM_TEST_ITERATIONS + 1; i++) { + let start = Date.now(); + profiler.enroll(enrollPcm); + if (i > 0) { + enrollPerfResults.push((Date.now() - start) / 1000); + } + } + + profiler.release(); + + const enrollAvgPerf = + enrollPerfResults.reduce((a, b) => a + b) / NUM_TEST_ITERATIONS; + + // eslint-disable-next-line no-console + console.log(`Average enroll performance: ${enrollAvgPerf} seconds`); + + expect(enrollAvgPerf).toBeLessThan(ENROLL_PERFORMANCE_THRESHOLD_SEC); + }); + + test('proc performance', () => { + const profiler = new EagleProfiler(ACCESS_KEY); + const enrollPcm1 = loadPcm(WAV_PATH_SPEAKER_1_UTT_1); + const enrollPcm2 = loadPcm(WAV_PATH_SPEAKER_1_UTT_2); + for (const pcm of [enrollPcm1, enrollPcm2]) { + profiler.enroll(pcm); + } + + const profile = profiler.export(); + profiler.release(); + + const eagle = new Eagle(ACCESS_KEY, profile); + + const testPcm = loadPcm(WAV_PATH_SPEAKER_1_TEST_UTT); + const processPerfResults: number[] = []; + for (let i = 0; i < NUM_TEST_ITERATIONS + 1; i++) { + for ( + let j = 0; + j < testPcm.length - eagle.frameLength + 1; + j += eagle.frameLength + ) { + let start = Date.now(); + eagle.process(testPcm.slice(j, j + eagle.frameLength)); + if (i > 0) { + processPerfResults.push((Date.now() - start) / 1000); + } + } + } + + eagle.release(); + + const procAvgPerf = + processPerfResults.reduce((a, b) => a + b) / NUM_TEST_ITERATIONS; + + // eslint-disable-next-line no-console + console.log(`Average process performance: ${procAvgPerf} seconds`); + + expect(procAvgPerf).toBeLessThan(PROC_PERFORMANCE_THRESHOLD_SEC); + }); +}); diff --git a/binding/nodejs/test/test_utils.ts b/binding/nodejs/test/test_utils.ts new file mode 100644 index 0000000..d0f62d2 --- /dev/null +++ b/binding/nodejs/test/test_utils.ts @@ -0,0 +1,35 @@ +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +import * as path from 'path'; +import * as fs from 'fs'; +import { WaveFile } from 'wavefile'; + +const ROOT_DIR = path.join(__dirname, '../../..'); + +function getAudioFile(audioFile: string): string { + return path.join(ROOT_DIR, 'resources/audio_samples', audioFile); +} + +export const loadPcm = (audioFile: string): Int16Array => { + const waveFilePath = getAudioFile(audioFile); + const waveBuffer = fs.readFileSync(waveFilePath); + const waveAudioFile = new WaveFile(waveBuffer); + + const pcm: any = waveAudioFile.getSamples(false, Int16Array); + return pcm; +}; + +export function getModelPath(): string { + return path.join( + ROOT_DIR, + `lib/common/eagle_params.pv` + ); +} diff --git a/binding/nodejs/tsconfig.json b/binding/nodejs/tsconfig.json new file mode 100644 index 0000000..71e6bcd --- /dev/null +++ b/binding/nodejs/tsconfig.json @@ -0,0 +1,20 @@ +{ + "compilerOptions": { + "lib": ["esnext"], + "target": "esnext", + "module": "commonjs", + "moduleResolution": "node", + "outDir": "./dist", + "allowJs": false, + "allowSyntheticDefaultImports": true, + "downlevelIteration": true, + "isolatedModules": false, + "noEmit": false, + "removeComments": false, + "resolveJsonModule": true, + "sourceMap": true, + "strict": true, + "noImplicitAny": true + }, + "exclude": ["node_modules", "dist", "test"] +} diff --git a/binding/nodejs/yarn.lock b/binding/nodejs/yarn.lock new file mode 100644 index 0000000..17e5a16 --- /dev/null +++ b/binding/nodejs/yarn.lock @@ -0,0 +1,3884 @@ +# THIS IS AN AUTOGENERATED FILE. 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index 0000000..29da0c5 --- /dev/null +++ b/demo/nodejs/.gitignore @@ -0,0 +1,4 @@ +node_modules +lib +resources +package-lock.json diff --git a/demo/nodejs/.npmignore b/demo/nodejs/.npmignore new file mode 100644 index 0000000..3c3629e --- /dev/null +++ b/demo/nodejs/.npmignore @@ -0,0 +1 @@ +node_modules diff --git a/demo/nodejs/README.md b/demo/nodejs/README.md new file mode 100644 index 0000000..cf31eef --- /dev/null +++ b/demo/nodejs/README.md @@ -0,0 +1,122 @@ +# Eagle Speaker Recognition Demos + +Made in Vancouver, Canada by [Picovoice](https://picovoice.ai) + +## Eagle + +Eagle is an on-device speaker recognition engine. Eagle is: + +- Private; All voice processing runs locally. +- Cross-Platform: + - Linux (x86_64), macOS (x86_64, arm64), Windows (x86_64) + - Android and iOS + - Chrome, Safari, Firefox, and Edge + - Raspberry Pi (5, 4, 3) and NVIDIA Jetson Nano + +## Compatibility + +- Node.js 12+ +- Runs on Linux (x86_64), macOS (x86_64, arm64), Windows (x86_64), Raspberry Pi (3, 4, 5), and NVIDIA Jetson Nano. + +## Installation + +```console +npm install -g @picovoice/eagle-node-demo +``` + +## AccessKey + +Eagle requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using Eagle SDKs. +You can get your `AccessKey` for free. Make sure to keep your `AccessKey` secret. +Signup or Login to [Picovoice Console](https://console.picovoice.ai/) to get your `AccessKey`. + +## Overview + +Eagle consists of two distinct steps: Enrollment and Recognition. In the enrollment step, Eagle analyzes a series of +utterances from a particular speaker to learn their unique voiceprint. This step results in an `EagleProfile` object, +which can be stored and utilized during inference. During the Recognition step, Eagle compares the incoming frames of +audio to the voiceprints of all enrolled speakers in real-time to determine the similarity between them. + +## Microphone Demo + +The microphone demo captures audio input from a microphone that is connected. To run the demo, use the following command +in the terminal: + +```console +eagle-mic-demo {--enroll, --test} --access_key ${ACCESS_KEY} ... +``` + +Replace `${ACCESS_KEY}` with yours obtained from Picovoice Console. + +The options `--enroll` and `--test` are used to create a speaker profile and perform speaker recognition, respectively. +Detailed explanations of these commands will be provided in their respective sections. + +Furthermore, the demo offers optional arguments, which can be accessed by utilizing the `--help` argument. By doing so, +you will receive a comprehensive listing of the available arguments along with their corresponding descriptions. + +```console +eagle-mic-demo --help +``` + +### Speaker Enrollment + +If the demo is executed in the enrollment mode by using the `--enroll` option, it will initiate the enrollment process +using the audio captured from the microphone. It will display the progress percentage in the terminal until it reaches +100%. Once completed, it will save the profile of the enrolled speaker to the disk. + +```console +eagle-mic-demo --enroll --access_key ${ACCESS_KEY} --output_profile_path ${OUTPUT_PROFILE_PATH} +``` + +Replace `${OUTPUT_PROFILE_PATH}` with the absolute path where the generated profile should be written. + +### Speaker Recognition + +Once the speaker profile for all speakers are created, the demo can be run in the `test` mode by running the following command: + +```console +eagle-mic-demo --test --access_key ${ACCESS_KEY} --input_profile_paths ${INPUT_PROFILE_PATH_1 ...} +``` + +In this mode, you can include multiple speaker profiles by specifying them with the `--input_profile_paths` option. +Eagle will assess and provide a distinct score for each profile, which will be displayed in the terminal. + +## File Demo + +Similar to the mic demo, the file demo can be run in two modes: `enroll` and `test` + +```console +eagle-file-demo {--enroll, --test} --access_key ${ACCESS_KEY} ... +``` + +Replace `${ACCESS_KEY}` with yours obtained from Picovoice Console. + +The options `--enroll` and `--test` are used to create a speaker profile and perform speaker recognition, respectively, and will be discussed in detail in their respective sections. + +To view the optional arguments for the demo, use the `--help` argument. This will display a list of available arguments and their descriptions. + +```console +eagle-file-demo --help +``` + +### Speaker Enrollment + +To run the demo in `enroll` mode, you need two additional input arguments along with the AccessKey. + +```console +eagle-file-demo --enroll --access_key ${ACCESS_KEY} --enroll_audio_paths ${ENROLL_AUDIO_PATH_1 ...} --output_profile_path ${OUTPUT_PROFILE_PATH} +``` + +In this command, `{ENROLL_AUDIO_PATH_1 ...}` represents the absolute paths to the enroll audio files. If multiple files are provided, Eagle will process all of them. Once the specified files are processed, the demo will generate a profile at `${OUTPUT_PROFILE_PATH}`. + +### Speaker Recognition + +The file demo requires a test audio and one or more speaker profiles that were created during the enrollment step. + +To run the demo, use the following command in the console: + +```console +eagle-file-demo --test --access_key ${ACCESS_KEY} --test_audio_path ${TEST_AUDIO_PATH} --input_profile_paths ${INPUT_PROFILE_PATH_1 ...} +``` + +The demo will display the result for each enrolled speaker in the terminal. diff --git a/demo/nodejs/file.js b/demo/nodejs/file.js new file mode 100755 index 0000000..c3925d8 --- /dev/null +++ b/demo/nodejs/file.js @@ -0,0 +1,253 @@ +#! /usr/bin/env node +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +"use strict"; + +const { program } = require("commander"); +const readline = require("readline"); +const fs = require("fs"); + +const WaveFile = require("wavefile").WaveFile; +const { + Eagle, + EagleProfiler, + EagleProfilerEnrollFeedback, + EagleErrors, + getInt16Frames, + checkWaveFile +} = require("../../binding/nodejs"); + +const FEEDBACK_TO_DESCRIPTIVE_MSG = { + [EagleProfilerEnrollFeedback.NONE]: 'Good audio', + [EagleProfilerEnrollFeedback.AUDIO_TOO_SHORT]: 'Insufficient audio length', + [EagleProfilerEnrollFeedback.UNKNOWN_SPEAKER]: 'Different speaker in audio', + [EagleProfilerEnrollFeedback.NO_VOICE_FOUND]: 'No voice found in audio', + [EagleProfilerEnrollFeedback.QUALITY_ISSUE]: 'Low audio quality due to bad microphone or environment' +}; + +program + .option('-a, --access_key ', 'AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)') + .option('-l, --library_path [value]', 'Absolute path to dynamic library. Default: using the library provided by `pveagle`') + .option('-m, --model_path [value]', 'Absolute path to Eagle model. Default: using the model provided by `pveagle`') + .option('--enroll', 'Enroll a new speaker profile') + .option('--test', "Evaluate Eagle's performance using the provided speaker profiles.") + .option('--enroll_audio_paths ', 'Absolute path(s) to enrollment audio files') + .option('--test_audio_path ', 'Absolute path to test audio file') + .option('--output_profile_path ', 'Absolute path to output file for the created profile') + .option('--input_profile_paths ', 'Absolute path(s) to speaker profile(s)') + +if (process.argv.length < 1) { + program.help(); +} + +program.parse(process.argv); + +function printResults(scores, labels) { + let result = '\rscores -> '; + + let formattedResults = []; + for (let i = 0; i < labels.length; i++) { + formattedResults.push(`\`${labels[i]}\`: ${scores[i].toFixed(2)}`); + } + result += formattedResults.join(', '); + + process.stdout.write(`${result}\n`); +} + +let isInterrupted = false; + +async function fileDemo() { + const accessKey = program["access_key"]; + const libraryFilePath = program["library_file_path"]; + const modelFilePath = program["model_file_path"]; + const enroll = program["enroll"]; + const test = program["test"]; + const enrollAudioPaths = program["enroll_audio_paths"]; + const testAudioPath = program["test_audio_path"]; + const outputProfilePath = program["output_profile_path"]; + const inputProfilePaths = program["input_profile_paths"]; + + if (accessKey === undefined) { + console.log("No AccessKey provided"); + process.exit(); + } + + readline.emitKeypressEvents(process.stdin); + if (process.stdin.isTTY) { + process.stdin.setRawMode(true); + } + + process.stdin.on("keypress", (key, str) => { + if ( + str.sequence === "\r" || + str.sequence === "\n" || + (str.ctrl && str.name === "c") + ) { + isInterrupted = true; + } + }); + + if (enroll) { + if (!outputProfilePath) { + console.log("Please provide a speaker output profile path --output_profile_path") + process.exit(); + } + + if (!enrollAudioPaths) { + console.log("Please provide speaker enrollment audio path(s) --enroll_audio_paths") + process.exit(); + } + + let eagleProfiler; + try { + eagleProfiler = new EagleProfiler(accessKey, { + modelPath: modelFilePath, + libraryPath: libraryFilePath + }); + console.log(`Eagle version: ${eagleProfiler.version}`); + } catch (e) { + console.error('Failed to initialize Eagle:', e); + process.exit(); + } + + try { + let enrollPercentage = 0; + let feedbackMessage = ""; + + for (let audioPath of enrollAudioPaths) { + let waveBuffer = fs.readFileSync(audioPath); + let inputWaveFile = new WaveFile(waveBuffer); + + if (!checkWaveFile(inputWaveFile, eagleProfiler.sampleRate)) { + console.error( + "Audio file did not meet requirements. Wave file must be 16KHz, 16-bit, linear PCM (mono)." + ); + eagleProfiler?.release(); + process.exit(); + } + + let audioData = []; + let frames = getInt16Frames(inputWaveFile, eagleProfiler.frameLength); + for (let frame of frames) { + audioData.push(frame); + if (audioData.length * eagleProfiler.frameLength >= eagleProfiler.minEnrollSamples) { + const enrollFrames = new Int16Array(audioData.length * eagleProfiler.frameLength); + for (let i = 0; i < audioData.length; i++) { + enrollFrames.set(audioData[i], i * eagleProfiler.frameLength); + } + audioData = []; + const { percentage, feedback } = eagleProfiler.enroll(enrollFrames); + feedbackMessage = FEEDBACK_TO_DESCRIPTIVE_MSG[feedback]; + enrollPercentage = percentage; + } + } + + readline.clearLine(process.stdout, 0) + readline.cursorTo(process.stdout, 0, null) + console.log(`Enrolled audio file ${audioPath} [Enrollment percentage: ${enrollPercentage}% - Enrollment feedback: ${feedbackMessage}]`); + } + + process.stdout.write(`\n`); + + if (enrollPercentage < 100) { + console.error(`Failed to create speaker profile. Insufficient enrollment percentage: ${enrollPercentage.toFixed(2)}%. Please add more audio files for enrollment.`); + eagleProfiler?.release(); + process.exit(); + } else if (enrollPercentage === 100) { + const speakerProfile = eagleProfiler.export(); + fs.writeFileSync(outputProfilePath, Buffer.from(speakerProfile)); + console.log(`Speaker profile is saved to ${outputProfilePath}`); + } + } catch (e) { + if (e instanceof EagleErrors.EagleActivationLimitReachedError) { + console.error(`AccessKey '${accessKey}' has reached it's processing limit.`); + } else { + console.error('Failed to enroll speaker:', e); + } + } + + eagleProfiler?.release(); + process.exit(); + } + + if (test) { + if (!inputProfilePaths) { + console.log("Please provide speaker input profile path(s) --input_profile_paths") + process.exit(); + } + + if (!testAudioPath) { + console.log("Please provide test audio path --test_audio_path") + process.exit(); + } + + const profiles = []; + const speakerLabels = []; + for (let profilePath of inputProfilePaths) { + speakerLabels.push(profilePath); + const buffer = fs.readFileSync(profilePath); + const arrayBuffer = buffer.buffer.slice( + buffer.byteOffset, + buffer.byteOffset + buffer.byteLength + ); + profiles.push(arrayBuffer); + } + + let eagle; + try { + eagle = new Eagle(accessKey, profiles, { + modelPath: modelFilePath, + libraryPath: libraryFilePath + }); + + let waveBuffer = fs.readFileSync(testAudioPath); + let inputWaveFile; + try { + inputWaveFile = new WaveFile(waveBuffer); + } catch (error) { + console.error(`Exception trying to read file as wave format: ${testAudioPath}`); + console.error(error); + eagle?.release(); + process.exit(); + } + + if (!checkWaveFile(inputWaveFile, eagle.sampleRate)) { + console.error( + "Audio file did not meet requirements. Wave file must be 16KHz, 16-bit, linear PCM (mono)." + ); + eagle?.release(); + process.exit(); + } + + let frames = getInt16Frames(inputWaveFile, eagle.frameLength); + for (let frame of frames) { + const scores = eagle.process(frame); + printResults(scores, speakerLabels); + } + + process.stdout.write("\nStopping..."); + } catch (e) { + if (e instanceof EagleErrors.EagleActivationLimitReachedError) { + console.error(`AccessKey '${accessKey}' has reached it's processing limit.`); + } else { + console.error('Error during testing:', e); + } + } + + eagle?.release(); + process.exit(); + } + + console.error('Please specify a mode: --enroll or --test'); + process.exit(); +} + +fileDemo(); diff --git a/demo/nodejs/mic.js b/demo/nodejs/mic.js new file mode 100755 index 0000000..0fb27e5 --- /dev/null +++ b/demo/nodejs/mic.js @@ -0,0 +1,241 @@ +#! /usr/bin/env node +// +// Copyright 2024 Picovoice Inc. +// +// You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE" +// file accompanying this source. +// +// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on +// an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. +// +"use strict"; + +const { program } = require("commander"); +const readline = require("readline"); +const fs = require("fs"); + +const { PvRecorder } = require("@picovoice/pvrecorder-node"); + +const { + Eagle, + EagleProfiler, + EagleProfilerEnrollFeedback, + EagleErrors +} = require("../../binding/nodejs"); + +const FEEDBACK_TO_DESCRIPTIVE_MSG = { + [EagleProfilerEnrollFeedback.NONE]: 'Good audio', + [EagleProfilerEnrollFeedback.AUDIO_TOO_SHORT]: 'Insufficient audio length', + [EagleProfilerEnrollFeedback.UNKNOWN_SPEAKER]: 'Different speaker in audio', + [EagleProfilerEnrollFeedback.NO_VOICE_FOUND]: 'No voice found in audio', + [EagleProfilerEnrollFeedback.QUALITY_ISSUE]: 'Low audio quality due to bad microphone or environment' +}; + +program + .option('-s, --show_audio_devices', 'List available audio input devices and exit') + .option('-i, --audio_device_index ', 'index of audio device to use to record audio', Number, -1) + .option('-a, --access_key ', 'AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)') + .option('-l, --library_path [value]', 'Absolute path to dynamic library. Default: using the library provided by `pveagle`') + .option('-m, --model_path [value]', 'Absolute path to Eagle model. Default: using the model provided by `pveagle`') + .option('--enroll', 'Enroll a new speaker profile') + .option('--test', "Evaluate Eagle's performance using the provided speaker profiles.") + .option('--output_profile_path ', 'Absolute path to output file for the created profile') + .option('--input_profile_paths ', 'Absolute path(s) to speaker profile(s)') + +if (process.argv.length < 1) { + program.help(); +} + +program.parse(process.argv); + +function printResults(scores, labels) { + let result = '\rscores -> '; + + let formattedResults = []; + for (let i = 0; i < labels.length; i++) { + formattedResults.push(`\`${labels[i]}\`: ${scores[i].toFixed(2)}`); + } + result += formattedResults.join(', '); + + process.stdout.write(result); +} + +let isInterrupted = false; + +async function micDemo() { + const accessKey = program["access_key"]; + const libraryFilePath = program["library_file_path"]; + const modelFilePath = program["model_file_path"]; + const audioDeviceIndex = program["audio_device_index"]; + const showAudioDevices = program["show_audio_devices"]; + const enroll = program["enroll"]; + const test = program["test"]; + const outputProfilePath = program["output_profile_path"]; + const inputProfilePaths = program["input_profile_paths"]; + + let showAudioDevicesDefined = showAudioDevices !== undefined; + + if (showAudioDevicesDefined) { + const devices = PvRecorder.getAvailableDevices(); + for (let i = 0; i < devices.length; i++) { + console.log(`index: ${i}, device name: ${devices[i]}`); + } + process.exit(); + } + + if (accessKey === undefined) { + console.log("No AccessKey provided"); + process.exit(); + } + + readline.emitKeypressEvents(process.stdin); + if (process.stdin.isTTY) { + process.stdin.setRawMode(true); + } + + process.stdin.on("keypress", (key, str) => { + if ( + str.sequence === "\r" || + str.sequence === "\n" || + (str.ctrl && str.name === "c") + ) { + isInterrupted = true; + } + }); + + if (enroll) { + if (!outputProfilePath) { + console.log("Please provide a speaker output profile path --output_profile_path") + process.exit(); + } + + let eagleProfiler; + let recorder; + try { + eagleProfiler = new EagleProfiler(accessKey, { + modelPath: modelFilePath, + libraryPath: libraryFilePath + }); + console.log(`Eagle version: ${eagleProfiler.version}`); + + recorder = new PvRecorder(eagleProfiler.frameLength, audioDeviceIndex); + console.log(`Using device: ${recorder.getSelectedDevice()}`); + } catch (e) { + console.error('Failed to initialize Eagle:', e); + process.exit(); + } + + try { + let enrollPercentage = 0; + let audioData = []; + let numIterations = 0 + const loadingDotsArr = [" . ", " .. ", " ...", " ..", " .", " "]; + console.log('Please keep speaking until the enrollment percentage reaches 100%... Press `CTRL C` to stop'); + recorder.start(); + while (enrollPercentage < 100 && !isInterrupted) { + const inputFrame = await recorder.read(); + audioData.push(inputFrame); + + if (audioData.length * eagleProfiler.frameLength >= eagleProfiler.minEnrollSamples) { + const frames = new Int16Array(audioData.length * eagleProfiler.frameLength); + for (let i = 0; i < audioData.length; i++) { + frames.set(audioData[i], i * eagleProfiler.frameLength); + } + audioData = []; + const { percentage, feedback } = eagleProfiler.enroll(frames); + const displayPercentage = percentage.toFixed(0); + const spacer = ` `.repeat(3 - displayPercentage.length); + const feedbackMessage = FEEDBACK_TO_DESCRIPTIVE_MSG[feedback]; + const loadingDots = loadingDotsArr[numIterations % loadingDotsArr.length]; + + readline.clearLine(process.stdout, 0) + readline.cursorTo(process.stdout, 0, null) + process.stdout.write(`\r[${spacer}${displayPercentage}%] - ${feedbackMessage}${loadingDots}`); + enrollPercentage = percentage; + numIterations++ + } + } + recorder.stop(); + process.stdout.write(`\n`); + + if (isInterrupted) { + recorder.stop(); + console.log("Stopping enrollment. No speaker profile is saved.") + process.exit(); + } else { + const speakerProfile = eagleProfiler.export(); + fs.writeFileSync(outputProfilePath, Buffer.from(speakerProfile)); + console.log(`Speaker profile is saved to ${outputProfilePath}`); + } + } catch (e) { + if (e instanceof EagleErrors.EagleActivationLimitReachedError) { + console.error(`AccessKey '${accessKey}' has reached it's processing limit.`); + } else { + console.error('Failed to enroll speaker:', e); + } + } + + recorder?.stop(); + recorder?.release(); + eagleProfiler?.release(); + process.exit(); + } + + if (test) { + if (!inputProfilePaths) { + console.log("Please provide at least one speaker input profile path --input_profile_paths") + process.exit(); + } + + const profiles = []; + const speakerLabels = []; + for (let profilePath of inputProfilePaths) { + speakerLabels.push(profilePath); + const buffer = fs.readFileSync(profilePath); + const arrayBuffer = buffer.buffer.slice( + buffer.byteOffset, + buffer.byteOffset + buffer.byteLength + ); + profiles.push(arrayBuffer); + } + + let eagle; + let recorder; + + try { + eagle = new Eagle(accessKey, profiles, { + modelPath: modelFilePath, + libraryPath: libraryFilePath + }); + + recorder = new PvRecorder(eagle.frameLength, audioDeviceIndex); + recorder.start(); + + console.log('Listening for audio... (press Ctrl+C to stop)'); + while (!isInterrupted) { + const pcm = await recorder.read(); + const scores = eagle.process(pcm); + printResults(scores, speakerLabels); + } + + process.stdout.write("\nStopping...\n"); + } catch (e) { + if (e instanceof EagleErrors.EagleActivationLimitReachedError) { + console.error(`AccessKey '${accessKey}' has reached it's processing limit.`); + } else { + console.error('Error during testing:', e); + } + } + + recorder?.stop(); + recorder?.release(); + eagle?.release(); + process.exit(); + } + + console.error('Please specify a mode: --enroll or --test'); + process.exit(); +} + +micDemo(); diff --git a/demo/nodejs/package.json b/demo/nodejs/package.json new file mode 100644 index 0000000..c4d5dee --- /dev/null +++ b/demo/nodejs/package.json @@ -0,0 +1,49 @@ +{ + "name": "@picovoice/eagle-node-demo", + "version": "1.0.0", + "description": "Picovoice Eagle Node.js file-based and microphone demos", + "scripts": { + "file": "node file.js", + "mic": "node mic.js" + }, + "bin": { + "eagle-file-demo": "./file.js", + "eagle-mic-demo": "./mic.js" + }, + "keywords": [ + "eagle", + "picovoice", + "offline", + "private", + "voice ai", + "speaker recognition", + "microphone", + "mic", + "realtime" + ], + "author": "Picovoice Inc.", + "license": "Apache-2.0", + "dependencies": { + "@picovoice/eagle-node": "=1.0.0", + "@picovoice/pvrecorder-node": "^1.2.2", + "commander": "^6.1.0", + "readline": "^1.3.0", + "wavefile": "^11.0.0" + }, + "devDependencies": {}, + "homepage": "https://picovoice.ai/platform/eagle/", + "repository": { + "type": "git", + "url": "https://github.com/Picovoice/eagle.git", + "directory": "demo/nodejs" + }, + "engines": { + "node": ">=16.0.0" + }, + "cpu": [ + "!ia32", + "!mips", + "!ppc", + "!ppc64" + ] +} diff --git a/demo/nodejs/yarn.lock b/demo/nodejs/yarn.lock new file mode 100644 index 0000000..b07b3a5 --- /dev/null +++ b/demo/nodejs/yarn.lock @@ -0,0 +1,28 @@ +# THIS IS AN AUTOGENERATED FILE. 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