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import worker, { MessageEvents } from '@ohos.worker';
import { audio } from '@kit.AudioKit';
import { allAllowed, requestPermissions } from './Permission';
import { Permissions } from '@kit.AbilityKit';
import { picker } from '@kit.CoreFileKit';
import fs from '@ohos.file.fs';
function flatten(samples: Float32Array[]): Float32Array {
let n = 0;
for (let i = 0; i < samples.length; ++i) {
n += samples[i].length;
}
const ans: Float32Array = new Float32Array(n);
let offset: number = 0;
for (let i = 0; i < samples.length; ++i) {
ans.set(samples[i], offset);
offset += samples[i].length;
}
return ans;
}
function savePcmToWav(filename: string, samples: Int16Array, sampleRate: number) {
const fp = fs.openSync(filename, fs.OpenMode.READ_WRITE | fs.OpenMode.CREATE);
const header = new ArrayBuffer(44);
const view = new DataView(header);
// http://soundfile.sapp.org/doc/WaveFormat/
// F F I R
view.setUint32(0, 0x46464952, true); // chunkID
view.setUint32(4, 36 + samples.length * 2, true); // chunkSize // E V A W
view.setUint32(8, 0x45564157, true); // format // // t m f
view.setUint32(12, 0x20746d66, true); // subchunk1ID
view.setUint32(16, 16, true); // subchunk1Size, 16 for PCM
view.setUint32(20, 1, true); // audioFormat, 1 for PCM
view.setUint16(22, 1, true); // numChannels: 1 channel
view.setUint32(24, sampleRate, true); // sampleRate
view.setUint32(28, sampleRate * 2, true); // byteRate
view.setUint16(32, 2, true); // blockAlign
view.setUint16(34, 16, true); // bitsPerSample
view.setUint32(36, 0x61746164, true); // Subchunk2ID
view.setUint32(40, samples.length * 2, true); // subchunk2Size
fs.writeSync(fp.fd, new Uint8Array(header).buffer, { length: header.byteLength });
fs.writeSync(fp.fd, samples.buffer, { length: samples.buffer.byteLength });
fs.closeSync(fp.fd);
}
function toInt16Samples(samples: Float32Array): Int16Array {
const int16Samples = new Int16Array(samples.length);
for (let i = 0; i < samples.length; ++i) {
let s = samples[i] * 32767;
s = s > 32767 ? 32767 : s;
s = s < -32768 ? -32768 : s;
int16Samples[i] = s;
}
return int16Samples;
}
@Entry
@Component
struct Index {
@State title: string = 'Next-gen Kaldi: Speaker Identification';
@State titleFontSize: number = 18;
private controller: TabsController = new TabsController();
@State currentIndex: number = 0;
private threshold: string = '0.5';
private workerInstance?: worker.ThreadWorker
private readonly scriptURL: string = 'entry/ets/workers/SpeakerIdentificationWorker.ets'
@State allSpeakerNames: string[] = [];
private inputSpeakerName: string = '';
@State btnSaveAudioEnabled: boolean = false;
@State btnAddEnabled: boolean = false;
private sampleRate: number = 48000;
private sampleListForAdding: Float32Array[] = []
private sampleListForTesting: Float32Array[] = []
private mic?: audio.AudioCapturer;
@State infoHome: string = '';
@State infoAdd: string = '';
@State micBtnCaptionForAdding: string = 'Start recording';
@State micStartedForAdding: boolean = false;
@State micBtnEnabledForAdding: boolean = true;
@State micBtnCaptionForTesting: string = 'Start recording';
@State micStartedForTesting: boolean = false;
@State micBtnEnabledForTesting: boolean = true;
async initMic() {
const permissions: Permissions[] = ["ohos.permission.MICROPHONE"];
let allowed: boolean = await allAllowed(permissions);
if (!allowed) {
console.log("request to access the microphone");
const status: boolean = await requestPermissions(permissions);
if (!status) {
console.error('access to microphone is denied')
this.infoHome = "Failed to get microphone permission. Please retry";
this.infoAdd = this.infoHome;
return;
}
allowed = await allAllowed(permissions);
if (!allowed) {
console.error('failed to get microphone permission');
this.infoHome = "Failed to get microphone permission. Please retry";
this.infoAdd = this.infoHome;
return;
}
} else {
console.log("allowed to access microphone");
}
const audioStreamInfo: audio.AudioStreamInfo = {
samplingRate: this.sampleRate,
channels: audio.AudioChannel.CHANNEL_1,
sampleFormat: audio.AudioSampleFormat.SAMPLE_FORMAT_S16LE,
encodingType: audio.AudioEncodingType.ENCODING_TYPE_RAW,
};
const audioCapturerInfo: audio.AudioCapturerInfo = {
source: audio.SourceType.SOURCE_TYPE_MIC, capturerFlags: 0
};
const audioCapturerOptions: audio.AudioCapturerOptions = {
streamInfo: audioStreamInfo, capturerInfo: audioCapturerInfo
};
audio.createAudioCapturer(audioCapturerOptions, (err, data) => {
if (err) {
console.error(`error code is ${err.code}, error message is ${err.message}`);
this.infoHome = 'Failed to init microphone';
this.infoAdd = this.infoHome;
} else {
console.info(`init mic successfully`);
this.mic = data;
this.mic.on('readData', this.micCallback);
}
});
}
async aboutToAppear() {
this.workerInstance = new worker.ThreadWorker(this.scriptURL, {
name: 'Speaker identification worker'
});
this.workerInstance.onmessage = (e: MessageEvents) => {
const msgType = e.data['msgType'] as string;
console.log(`received msg from worker: ${msgType}`);
if (msgType == 'manager-all-speaker-names') {
this.allSpeakerNames = e.data['allSpeakers'] as string[];
}
if (msgType == 'manager-add-speaker-done') {
const ok: boolean = e.data['ok'] as boolean;
const status: string = e.data['status'] as string;
this.infoAdd += '\n' + status;
if (ok) {
this.sampleListForAdding = [];
this.btnSaveAudioEnabled = false;
this.btnAddEnabled = false;
}
}
if (msgType == 'manager-search-speaker-done') {
const name = e.data['name'] as string;
this.infoHome = name;
}
};
this.workerInstance.postMessage({ msgType: 'init-extractor', context: getContext()});
await this.initMic();
}
@Builder
TabBuilder(title: string, targetIndex: number, selectedImg: Resource, normalImg: Resource) {
Column() {
Image(this.currentIndex == targetIndex ? selectedImg : normalImg).size({ width: 25, height: 25 })
Text(title).fontColor(this.currentIndex == targetIndex ? '#28bff1' : '#8a8a8a')
}.width('100%').height(50).justifyContent(FlexAlign.Center).onClick(() => {
this.currentIndex = targetIndex;
this.controller.changeIndex(this.currentIndex);
})
}
build() {
Column() {
Tabs({ barPosition: BarPosition.End, controller: this.controller }) {
TabContent() {
Column({ space: 10 }) {
Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
Row() {
Text('Similary threshold').width('60%');
TextInput({ text: this.threshold }).onChange((text) => {
this.threshold = text.trim();
}).width('20%')
}
Row() {
Button(this.micBtnCaptionForTesting)
.enabled(this.micBtnEnabledForTesting)
.onClick(()=>{
if (this.allSpeakerNames.length == 0) {
this.infoHome = 'There are no speakers registered. Please add them first';
return;
}
let threshold = parseFloat(this.threshold);
if (isNaN(threshold)) {
this.infoHome = 'Please enter a valid threshold';
return;
}
if (threshold <= 0) {
this.infoHome = 'Please enter a positive threshold';
return;
}
console.log(`threshold: ${threshold}`);
if (this.micStartedForTesting) {
this.micStartedForTesting = false;
this.micBtnCaptionForTesting = 'Start';
this.micBtnEnabledForAdding = true;
this.mic?.stop();
const samples = flatten(this.sampleListForTesting);
const duration = samples.length / this.sampleRate;
if (duration < 0.5) {
this.infoHome = `Please speak for a longer time! Current duration: ${duration}`;
return;
}
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'manager-search-speaker',
samples: samples,
sampleRate: this.sampleRate,
threshold,
});
}
} else {
this.sampleListForTesting = [];
this.micStartedForTesting = true;
this.micBtnCaptionForTesting = 'Stop';
this.micBtnEnabledForAdding = false;
this.mic?.start();
this.infoHome = `Use threshold: ${threshold}`;
this.infoHome += '\nPlease speak and then click Stop';
}
})
Button('Save audio')
.enabled(!this.micStartedForTesting)
.onClick(()=>{
if (this.sampleListForTesting.length == 0) {
this.infoHome = 'No audio samples recorded';
return;
}
const samples = flatten(this.sampleListForTesting);
if (samples.length == 0) {
this.infoHome = 'Empty samples';
return;
}
let uri: string = '';
const audioOptions = new picker.AudioSaveOptions(); // audioOptions.newFileNames = ['o.wav'];
const audioViewPicker = new picker.AudioViewPicker();
audioViewPicker.save(audioOptions).then((audioSelectResult: Array<string>) => {
uri = audioSelectResult[0];
savePcmToWav(uri, toInt16Samples(samples), this.sampleRate);
console.log(`Saved to ${uri}`);
this.infoHome+= `\nSaved to ${uri}`;
});
})
}
TextArea({text: this.infoHome})
.height('100%')
.focusable(false)
}
}.tabBar(this.TabBuilder('Home', 0, $r('app.media.icon_home'), $r('app.media.icon_home')))
TabContent() {
Column({ space: 10 }) {
Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
if (this.allSpeakerNames.length == 0) {
Text('Please add speakers first')
} else {
List({ space: 10, initialIndex: 0 }) {
ForEach(this.allSpeakerNames, (item: string, index: number) => {
ListItem() {
Flex({ direction: FlexDirection.Row, alignItems: ItemAlign.Center }) {
Text(item)
.width('100%')
.height(80)
.fontSize(20)
.textAlign(TextAlign.Center)
.borderRadius(10)
.flexShrink(1)
Button('Delete')
.width('30%')
.height(40)
.onClick(() => {
if (index != undefined) {
const name = this.allSpeakerNames[index];
console.log(`Deleting speaker ${name}`);
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'manager-delete-speaker',
name: name
});
}
}
}).stateEffect(true)
Text('')
.width('15%')
.height(80)
}
}
}, (item: string) => item)
}
}
}
}.tabBar(this.TabBuilder('View', 1, $r('app.media.icon_view'), $r('app.media.icon_view')))
TabContent() {
Column({ space: 10 }) {
Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
Row({space: 10}) {
Text('Speaker name')
TextInput({placeholder: 'Input speaker name'})
.onChange((value: string)=>{
this.inputSpeakerName = value.trim();
});
}.width('100%')
Row({space: 10}) {
Button(this.micBtnCaptionForAdding)
.enabled(this.micBtnEnabledForAdding)
.onClick(()=> {
if (this.mic) {
if (this.micStartedForAdding) {
this.micStartedForAdding = false;
this.micBtnEnabledForTesting = true;
this.micBtnCaptionForAdding = 'Start recording';
this.mic.stop();
this.infoAdd = '';
if (this.sampleListForAdding.length > 0) {
this.btnAddEnabled = true;
this.btnSaveAudioEnabled = true;
}
} else {
this.micStartedForAdding = true;
this.micBtnEnabledForTesting = false;
this.micBtnCaptionForAdding = 'Stop recording';
this.sampleListForAdding = [];
this.mic.start();
this.infoAdd = '';
this.btnAddEnabled = false;
this.btnSaveAudioEnabled = false;
}
}
})
Button('Add')
.enabled(this.btnAddEnabled)
.onClick(()=>{
if (this.inputSpeakerName.trim() == '') {
this.infoAdd += '\nPlease input a speaker name first';
return;
}
const samples = flatten(this.sampleListForAdding);
const duration = samples.length / this.sampleRate;
if (duration < 0.5) {
this.infoAdd = `Please speak for a longer time. Current duration: ${duration}`;
return;
}
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'manager-add-speaker',
name: this.inputSpeakerName,
samples: samples,
sampleRate: this.sampleRate,
})
}
})
Button('Save audio')
.enabled(this.btnSaveAudioEnabled)
.onClick(()=>{
if (this.sampleListForAdding.length == 0) {
this.btnSaveAudioEnabled = false;
return;
}
const samples = flatten(this.sampleListForAdding);
if (samples.length == 0) {
this.btnSaveAudioEnabled = false;
return;
}
let uri: string = '';
const audioOptions = new picker.AudioSaveOptions(); // audioOptions.newFileNames = ['o.wav'];
const audioViewPicker = new picker.AudioViewPicker();
audioViewPicker.save(audioOptions).then((audioSelectResult: Array<string>) => {
uri = audioSelectResult[0];
savePcmToWav(uri, toInt16Samples(samples), this.sampleRate);
console.log(`Saved to ${uri}`);
this.infoAdd += `\nSaved to ${uri}`;
});
})
}
TextArea({text: this.infoAdd})
.height('100%')
.width('100%')
.focusable(false)
}
}.tabBar(this.TabBuilder('Add', 2, $r('app.media.icon_add'), $r('app.media.icon_add')))
TabContent() {
Column({ space: 10 }) {
Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
TextArea({
text: `
Everyting is open-sourced.
It runs locally, without accessing the network
See also https://github.com/k2-fsa/sherpa-onnx
新一代 Kaldi QQ 和微信交流群: 请看
https://k2-fsa.github.io/sherpa/social-groups.html
微信公众号: 新一代 Kaldi
`
}).width('100%').height('100%').focusable(false)
}
}.tabBar(this.TabBuilder('Help', 3, $r('app.media.icon_info'), $r('app.media.icon_info')))
}.scrollable(false)
}.width('100%')
}
private micCallback = (buffer: ArrayBuffer) => {
const view: Int16Array = new Int16Array(buffer);
const samplesFloat: Float32Array = new Float32Array(view.length);
for (let i = 0; i < view.length; ++i) {
samplesFloat[i] = view[i] / 32768.0;
}
if (this.micStartedForAdding) {
this.sampleListForAdding.push(samplesFloat);
}
if (this.micStartedForTesting) {
this.sampleListForTesting.push(samplesFloat);
}
}
}