Add speaker identification demo for HarmonyOS (#1608)
This commit is contained in:
Fangjun Kuang
@@ -0,0 +1,43 @@
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import AbilityConstant from '@ohos.app.ability.AbilityConstant';
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import hilog from '@ohos.hilog';
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import UIAbility from '@ohos.app.ability.UIAbility';
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import Want from '@ohos.app.ability.Want';
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import window from '@ohos.window';
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export default class EntryAbility extends UIAbility {
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onCreate(want: Want, launchParam: AbilityConstant.LaunchParam): void {
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onCreate');
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}
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onDestroy(): void {
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onDestroy');
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}
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onWindowStageCreate(windowStage: window.WindowStage): void {
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// Main window is created, set main page for this ability
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onWindowStageCreate');
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windowStage.loadContent('pages/Index', (err) => {
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if (err.code) {
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hilog.error(0x0000, 'testTag', 'Failed to load the content. Cause: %{public}s', JSON.stringify(err) ?? '');
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return;
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}
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hilog.info(0x0000, 'testTag', 'Succeeded in loading the content.');
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});
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}
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onWindowStageDestroy(): void {
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// Main window is destroyed, release UI related resources
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onWindowStageDestroy');
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}
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onForeground(): void {
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// Ability has brought to foreground
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onForeground');
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}
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onBackground(): void {
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// Ability has back to background
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hilog.info(0x0000, 'testTag', '%{public}s', 'Ability onBackground');
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}
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}
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@@ -0,0 +1,12 @@
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import hilog from '@ohos.hilog';
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import BackupExtensionAbility, { BundleVersion } from '@ohos.application.BackupExtensionAbility';
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export default class EntryBackupAbility extends BackupExtensionAbility {
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async onBackup() {
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hilog.info(0x0000, 'testTag', 'onBackup ok');
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}
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async onRestore(bundleVersion: BundleVersion) {
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hilog.info(0x0000, 'testTag', 'onRestore ok %{public}s', JSON.stringify(bundleVersion));
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}
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}
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@@ -0,0 +1,357 @@
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import worker, { MessageEvents } from '@ohos.worker';
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import { audio } from '@kit.AudioKit';
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import { allAllowed, requestPermissions } from './Permission';
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import { Permissions } from '@kit.AbilityKit';
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import { picker } from '@kit.CoreFileKit';
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import fs from '@ohos.file.fs';
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function flatten(samples: Float32Array[]): Float32Array {
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let n = 0;
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for (let i = 0; i < samples.length; ++i) {
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n += samples[i].length;
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}
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const ans: Float32Array = new Float32Array(n);
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let offset: number = 0;
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for (let i = 0; i < samples.length; ++i) {
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ans.set(samples[i], offset);
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offset += samples[i].length;
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}
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return ans;
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}
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function savePcmToWav(filename: string, samples: Int16Array, sampleRate: number) {
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const fp = fs.openSync(filename, fs.OpenMode.READ_WRITE | fs.OpenMode.CREATE);
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const header = new ArrayBuffer(44);
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const view = new DataView(header);
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// http://soundfile.sapp.org/doc/WaveFormat/
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// F F I R
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view.setUint32(0, 0x46464952, true); // chunkID
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view.setUint32(4, 36 + samples.length * 2, true); // chunkSize // E V A W
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view.setUint32(8, 0x45564157, true); // format // // t m f
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view.setUint32(12, 0x20746d66, true); // subchunk1ID
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view.setUint32(16, 16, true); // subchunk1Size, 16 for PCM
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view.setUint32(20, 1, true); // audioFormat, 1 for PCM
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view.setUint16(22, 1, true); // numChannels: 1 channel
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view.setUint32(24, sampleRate, true); // sampleRate
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view.setUint32(28, sampleRate * 2, true); // byteRate
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view.setUint16(32, 2, true); // blockAlign
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view.setUint16(34, 16, true); // bitsPerSample
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view.setUint32(36, 0x61746164, true); // Subchunk2ID
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view.setUint32(40, samples.length * 2, true); // subchunk2Size
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fs.writeSync(fp.fd, new Uint8Array(header).buffer, { length: header.byteLength });
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fs.writeSync(fp.fd, samples.buffer, { length: samples.buffer.byteLength });
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fs.closeSync(fp.fd);
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}
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function toInt16Samples(samples: Float32Array): Int16Array {
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const int16Samples = new Int16Array(samples.length);
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for (let i = 0; i < samples.length; ++i) {
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let s = samples[i] * 32767;
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s = s > 32767 ? 32767 : s;
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s = s < -32768 ? -32768 : s;
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int16Samples[i] = s;
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}
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return int16Samples;
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}
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@Entry
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@Component
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struct Index {
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@State title: string = 'Next-gen Kaldi: Speaker Identification';
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@State titleFontSize: number = 18;
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private controller: TabsController = new TabsController();
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@State currentIndex: number = 0;
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@State message: string = 'Hello World';
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private workerInstance?: worker.ThreadWorker
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private readonly scriptURL: string = 'entry/ets/workers/SpeakerIdentificationWorker.ets'
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@State allSpeakerNames: string[] = [];
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private inputSpeakerName: string = '';
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@State btnSaveAudioEnabled: boolean = false;
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@State btnAddEnabled: boolean = false;
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private sampleRate: number = 16000;
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private sampleList: Float32Array[] = []
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private mic?: audio.AudioCapturer;
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@State infoHome: string = '';
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@State infoAdd: string = '';
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@State micBtnCaption: string = 'Start recording';
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@State micStarted: boolean = false;
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async initMic() {
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const permissions: Permissions[] = ["ohos.permission.MICROPHONE"];
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let allowed: boolean = await allAllowed(permissions);
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if (!allowed) {
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console.log("request to access the microphone");
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const status: boolean = await requestPermissions(permissions);
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if (!status) {
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console.error('access to microphone is denied')
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this.infoHome = "Failed to get microphone permission. Please retry";
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this.infoAdd = this.infoHome;
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return;
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}
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allowed = await allAllowed(permissions);
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if (!allowed) {
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console.error('failed to get microphone permission');
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this.infoHome = "Failed to get microphone permission. Please retry";
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this.infoAdd = this.infoHome;
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return;
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}
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} else {
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console.log("allowed to access microphone");
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}
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const audioStreamInfo: audio.AudioStreamInfo = {
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samplingRate: this.sampleRate,
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channels: audio.AudioChannel.CHANNEL_1,
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sampleFormat: audio.AudioSampleFormat.SAMPLE_FORMAT_S16LE,
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encodingType: audio.AudioEncodingType.ENCODING_TYPE_RAW,
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};
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const audioCapturerInfo: audio.AudioCapturerInfo = {
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source: audio.SourceType.SOURCE_TYPE_MIC, capturerFlags: 0
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};
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const audioCapturerOptions: audio.AudioCapturerOptions = {
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streamInfo: audioStreamInfo, capturerInfo: audioCapturerInfo
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};
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audio.createAudioCapturer(audioCapturerOptions, (err, data) => {
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if (err) {
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console.error(`error code is ${err.code}, error message is ${err.message}`);
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this.infoHome = 'Failed to init microphone';
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this.infoAdd = this.infoHome;
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} else {
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console.info(`init mic successfully`);
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this.mic = data;
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this.mic.on('readData', this.micCallback);
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}
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});
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}
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async aboutToAppear() {
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this.workerInstance = new worker.ThreadWorker(this.scriptURL, {
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name: 'Speaker identification worker'
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});
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this.workerInstance.onmessage = (e: MessageEvents) => {
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const msgType = e.data['msgType'] as string;
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console.log(`received msg from worker: ${msgType}`);
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if (msgType == 'manager-all-speaker-names') {
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this.allSpeakerNames = e.data['allSpeakers'] as string[];
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}
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};
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this.workerInstance.postMessage({ msgType: 'init-extractor', context: getContext()});
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await this.initMic();
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}
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@Builder
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TabBuilder(title: string, targetIndex: number, selectedImg: Resource, normalImg: Resource) {
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Column() {
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Image(this.currentIndex == targetIndex ? selectedImg : normalImg).size({ width: 25, height: 25 })
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Text(title).fontColor(this.currentIndex == targetIndex ? '#28bff1' : '#8a8a8a')
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}.width('100%').height(50).justifyContent(FlexAlign.Center).onClick(() => {
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this.currentIndex = targetIndex;
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this.controller.changeIndex(this.currentIndex);
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})
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}
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build() {
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Column() {
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Tabs({ barPosition: BarPosition.End, controller: this.controller }) {
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TabContent() {
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Column({ space: 10 }) {
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Button('Home')
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}
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}.tabBar(this.TabBuilder('Home', 0, $r('app.media.icon_home'), $r('app.media.icon_home')))
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TabContent() {
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Column({ space: 10 }) {
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Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
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if (this.allSpeakerNames.length == 0) {
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Text('Please add speakers first')
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} else {
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List({ space: 10, initialIndex: 0 }) {
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ForEach(this.allSpeakerNames, (item: string, index: number) => {
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ListItem() {
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Flex({ direction: FlexDirection.Row, alignItems: ItemAlign.Center }) {
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Text(item)
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.width('100%')
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.height(80)
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.fontSize(20)
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.textAlign(TextAlign.Center)
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.borderRadius(10)
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.flexShrink(1)
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Button('Delete')
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.width('30%')
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.height(40)
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.onClick(() => {
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if (index != undefined) {
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const name = this.allSpeakerNames[index];
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console.log(`Deleting speaker ${name}`);
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if (this.workerInstance) {
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this.workerInstance.postMessage({
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msgType: 'manager-delete-speaker',
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name: name
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});
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}
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}
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}).stateEffect(true)
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Text('')
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.width('15%')
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.height(80)
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}
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}
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}, (item: string) => item)
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}
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}
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}
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}.tabBar(this.TabBuilder('View', 1, $r('app.media.icon_view'), $r('app.media.icon_view')))
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TabContent() {
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Column({ space: 10 }) {
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Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
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Row({space: 10}) {
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Text('Speaker name')
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TextInput({placeholder: 'Input speaker name'})
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.onChange((value: string)=>{
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this.inputSpeakerName = value.trim();
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});
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}.width('100%')
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Row({space: 10}) {
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Button(this.micBtnCaption)
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.onClick(()=> {
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if (this.mic) {
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if (this.micStarted) {
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this.micStarted = false;
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this.micBtnCaption = 'Start recording';
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this.mic.stop();
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this.infoAdd = '';
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if (this.sampleList.length > 0) {
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this.btnAddEnabled = true;
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this.btnSaveAudioEnabled = true;
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}
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} else {
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this.micStarted = true;
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this.micBtnCaption = 'Stop recording';
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this.sampleList = [];
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this.mic.start();
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this.infoAdd = '';
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this.btnAddEnabled = false;
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this.btnSaveAudioEnabled = false;
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}
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}
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})
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Button('Add')
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.enabled(this.btnAddEnabled)
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.onClick(()=>{
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if (this.inputSpeakerName.trim() == '') {
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this.infoAdd += 'Please input a speaker name first';
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return;
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}
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const samples = flatten(this.sampleList);
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console.log(`number of samples: ${samples.length}, ${samples.length / this.sampleRate}`);
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})
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Button('Save audio')
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.enabled(this.btnSaveAudioEnabled)
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.onClick(()=>{
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if (this.sampleList.length == 0) {
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this.btnSaveAudioEnabled = false;
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return;
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}
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const samples = flatten(this.sampleList);
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if (samples.length == 0) {
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this.btnSaveAudioEnabled = false;
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return;
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}
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let uri: string = '';
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const audioOptions = new picker.AudioSaveOptions(); // audioOptions.newFileNames = ['o.wav'];
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const audioViewPicker = new picker.AudioViewPicker();
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audioViewPicker.save(audioOptions).then((audioSelectResult: Array<string>) => {
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uri = audioSelectResult[0];
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savePcmToWav(uri, toInt16Samples(samples), this.sampleRate);
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console.log(`Saved to ${uri}`);
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this.infoAdd += `\nSaved to ${uri}`;
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});
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})
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}
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TextArea({text: this.infoAdd})
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.height('100%')
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.width('100%')
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.focusable(false)
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}
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}.tabBar(this.TabBuilder('Add', 2, $r('app.media.icon_add'), $r('app.media.icon_add')))
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TabContent() {
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Column({ space: 10 }) {
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Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
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TextArea({
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text: `
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Everyting is open-sourced.
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It runs locally, without accessing the network
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See also https://github.com/k2-fsa/sherpa-onnx
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新一代 Kaldi QQ 和微信交流群: 请看
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https://k2-fsa.github.io/sherpa/social-groups.html
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微信公众号: 新一代 Kaldi
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`
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}).width('100%').height('100%').focusable(false)
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}
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}.tabBar(this.TabBuilder('Help', 3, $r('app.media.icon_info'), $r('app.media.icon_info')))
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}.scrollable(false)
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}.width('100%')
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}
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private micCallback = (buffer: ArrayBuffer) => {
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const view: Int16Array = new Int16Array(buffer);
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const samplesFloat: Float32Array = new Float32Array(view.length);
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for (let i = 0; i < view.length; ++i) {
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samplesFloat[i] = view[i] / 32768.0;
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}
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this.sampleList.push(samplesFloat);
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}
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}
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@@ -0,0 +1,26 @@
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// This file is modified from
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// https://gitee.com/ukSir/hmchat2/blob/master/entry/src/main/ets/utils/permissionMananger.ets
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import { abilityAccessCtrl, bundleManager, common, Permissions } from '@kit.AbilityKit';
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export function allAllowed(permissions: Permissions[]): boolean {
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if (permissions.length == 0) {
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return false;
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}
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const mgr: abilityAccessCtrl.AtManager = abilityAccessCtrl.createAtManager();
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const bundleInfo = bundleManager.getBundleInfoForSelfSync(bundleManager.BundleFlag.GET_BUNDLE_INFO_WITH_APPLICATION);
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let tokenID: number = bundleInfo.appInfo.accessTokenId;
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return permissions.every(permission => abilityAccessCtrl.GrantStatus.PERMISSION_GRANTED ==
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mgr.checkAccessTokenSync(tokenID, permission));
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}
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export async function requestPermissions(permissions: Permissions[]): Promise<boolean> {
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const mgr: abilityAccessCtrl.AtManager = abilityAccessCtrl.createAtManager();
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const context: Context = getContext() as common.UIAbilityContext;
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const result = await mgr.requestPermissionsFromUser(context, permissions);
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return result.authResults.length > 0 && result.authResults.every(authResults => authResults == 0);
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}
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@@ -0,0 +1,113 @@
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import worker, { ThreadWorkerGlobalScope, MessageEvents, ErrorEvent } from '@ohos.worker';
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import {
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readWaveFromBinary,
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Samples,
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SpeakerEmbeddingExtractor,
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SpeakerEmbeddingExtractorConfig,
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SpeakerEmbeddingManager
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} from 'sherpa_onnx';
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import { fileIo } from '@kit.CoreFileKit';
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const workerPort: ThreadWorkerGlobalScope = worker.workerPort;
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let extractor: SpeakerEmbeddingExtractor;
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let manager: SpeakerEmbeddingManager;
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function readWaveFromRawfile(filename: string, context: Context): Samples {
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const data: Uint8Array = context.resourceManager.getRawFileContentSync(filename);
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return readWaveFromBinary(data) as Samples;
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}
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function initExtractor(context: Context): SpeakerEmbeddingExtractor {
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const config = new SpeakerEmbeddingExtractorConfig();
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config.model = '3dspeaker_speech_eres2net_base_sv_zh-cn_3dspeaker_16k.onnx';
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config.numThreads = 2;
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config.debug = true;
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return new SpeakerEmbeddingExtractor(config, context.resourceManager);
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}
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function extractEmbedding(samples: Samples): Float32Array {
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const stream = extractor.createStream();
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stream.acceptWaveform(samples);
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return extractor.compute(stream);
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}
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|
||||
/**
|
||||
* Defines the event handler to be called when the worker thread receives a message sent by the host thread.
|
||||
* The event handler is executed in the worker thread.
|
||||
*
|
||||
* @param e message data
|
||||
*/
|
||||
workerPort.onmessage = (e: MessageEvents) => {
|
||||
const msgType = e.data['msgType'] as string;
|
||||
|
||||
console.log(`from the main thread, msg-type: ${msgType}`);
|
||||
|
||||
if (msgType == 'init-extractor' && !extractor) {
|
||||
const context: Context = e.data['context'] as Context;
|
||||
extractor = initExtractor(context);
|
||||
manager = new SpeakerEmbeddingManager(extractor.dim);
|
||||
|
||||
const filename1 = 'sr-data/enroll/fangjun-sr-1.wav';
|
||||
const samples1 = readWaveFromRawfile(filename1, context);
|
||||
console.log(`sample rate: ${samples1.sampleRate}`);
|
||||
let ok = manager.add({ name: 'fangjun0', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun1', v: extractEmbedding(samples1) });
|
||||
/*
|
||||
ok = manager.add({ name: 'fangjun2', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun3', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun4', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun5', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun6', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun7', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun8', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun9', v: extractEmbedding(samples1) });
|
||||
ok = manager.add({ name: 'fangjun10', v: extractEmbedding(samples1) });
|
||||
*/
|
||||
|
||||
if (ok) {
|
||||
console.log(`Added fangjun`);
|
||||
let n = manager.getNumSpeakers();
|
||||
console.log(`number of speakers: ${n}`);
|
||||
console.log(`speaker names: ${manager.getAllSpeakerNames().join('\n')}`);
|
||||
}
|
||||
|
||||
workerPort.postMessage({
|
||||
msgType: 'manager-all-speaker-names', allSpeakers: manager.getAllSpeakerNames(),
|
||||
});
|
||||
}
|
||||
|
||||
if (msgType == 'manager-delete-speaker') {
|
||||
const name = e.data['name'] as string;
|
||||
const ok = manager.remove(name);
|
||||
if (ok) {
|
||||
console.log(`Removed ${name}.`);
|
||||
|
||||
console.log(`Number of speakers: ${manager.getNumSpeakers()}`);
|
||||
console.log(`Number of speakers2: ${manager.getAllSpeakerNames().length}`);
|
||||
console.log(JSON.stringify(manager.getAllSpeakerNames()));
|
||||
workerPort.postMessage({
|
||||
msgType: 'manager-all-speaker-names', allSpeakers: manager.getAllSpeakerNames(),
|
||||
});
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Defines the event handler to be called when the worker receives a message that cannot be deserialized.
|
||||
* The event handler is executed in the worker thread.
|
||||
*
|
||||
* @param e message data
|
||||
*/
|
||||
workerPort.onmessageerror = (e: MessageEvents) => {
|
||||
}
|
||||
|
||||
/**
|
||||
* Defines the event handler to be called when an exception occurs during worker execution.
|
||||
* The event handler is executed in the worker thread.
|
||||
*
|
||||
* @param e error message
|
||||
*/
|
||||
workerPort.onerror = (e: ErrorEvent) => {
|
||||
}
|
||||
Reference in New Issue
Block a user