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import { LengthUnit } from '@kit.ArkUI';
import worker, { MessageEvents } from '@ohos.worker';
import { BusinessError } from '@kit.BasicServicesKit';
import { picker } from '@kit.CoreFileKit';
import systemTime from '@ohos.systemTime';
import { Permissions } from '@kit.AbilityKit';
import { allAllowed, requestPermissions } from './Permission';
import { audio } from '@kit.AudioKit';
import fs from '@ohos.file.fs';
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: Real-time speech recognition';
@State titleFontSize: number = 15;
@State currentIndex: number = 0;
@State lang: string = 'English';
@State resultForFile: string = ''
@State resultForMic: string = ''
@State selectFileBtnEnabled: boolean = false;
@State micBtnCaption: string = 'Start';
@State micStarted: boolean = false;
@State micAllowed: boolean = false;
@State micBtnEnabled: boolean = false;
@State micSaveBtnCaption: string = 'Save recorded audio';
@State micSaveBtnEnabled: boolean = false;
@State info: string = '';
@State micInfo: string = '';
@State micInitDone: boolean = false;
private resultListForMic: string[] = [];
private controller: TabsController = new TabsController();
private workerInstance?: worker.ThreadWorker
private readonly scriptURL: string = 'entry/ets/workers/StreamingAsrWorker.ets'
private startTime: number = 0;
private stopTime: number = 0;
private sampleRate: number = 48000;
private sampleList: Float32Array[] = []
private mic?: audio.AudioCapturer;
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;
}
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.resultForMic = "Failed to get microphone permission. Please retry";
return;
}
allowed = await allAllowed(permissions);
if (!allowed) {
console.error('failed to get microphone permission');
this.resultForMic = "Failed to get microphone permission. Please retry";
return;
}
this.micAllowed = true;
} else {
console.log("allowed to access microphone");
this.micAllowed = true;
}
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.resultForMic = 'Failed to init microphone';
} 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: 'Streaming ASR worker'
});
this.workerInstance.onmessage = (e: MessageEvents) => {
const msgType = e.data['msgType'] as string;
console.log(`received msg from worker: ${msgType}`);
if (msgType == 'init-streaming-asr-done') {
this.selectFileBtnEnabled = true;
this.micBtnEnabled = true;
this.info = `Initializing done.\n\nPlease select a wave file of 16kHz in language ${this.lang}`;
this.micInfo = `Initializing done.\n\nPlease click Start and speak`;
}
if (msgType == 'streaming-asr-decode-file-done') {
const text = e.data['text'] as string;
this.resultForFile = text;
this.selectFileBtnEnabled = true;
systemTime.getRealTime((err, data) => {
if (err) {
console.log('Failed to get stop time');
} else {
this.stopTime = data;
const audioDuration = e.data['duration'] as number;
const elapsedSeconds = (this.stopTime - this.startTime) / 1000;
const RTF = elapsedSeconds / audioDuration;
this.info = `Audio duration: ${audioDuration.toFixed(2)} s
Elapsed: ${elapsedSeconds.toFixed(2)} s
RTF = ${elapsedSeconds.toFixed(2)}/${audioDuration.toFixed(2)} = ${RTF.toFixed(3)}
`;
}
});
}
if (msgType == 'streaming-asr-decode-mic-result') {
const text = e.data['text'] as string;
if (text.trim() == '') {
return;
}
const isEndpoint = e.data['isEndpoint'] as boolean;
let s = '';
let i = 0;
for (; i < this.resultListForMic.length; ++i) {
s += `${i}: ${this.resultListForMic[i]}\n`
}
s += `${i}: ${text}`;
this.resultForMic = s;
if (isEndpoint) {
this.resultListForMic.push(text);
}
}
};
const context = getContext();
this.workerInstance.postMessage({ msgType: 'init-streaming-asr', context });
this.info = 'Initializing ASR model.\nPlease wait';
this.micInfo = 'Initializing ASR model.\nPlease wait';
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);
Button('Select .wav file (16kHz) ')
.enabled(this.selectFileBtnEnabled)
.fontSize(13)
.width(296)
.height(60)
.onClick(() => {
this.resultForFile = '';
this.info = '';
this.selectFileBtnEnabled = false;
const documentSelectOptions = new picker.DocumentSelectOptions();
documentSelectOptions.maxSelectNumber = 1;
documentSelectOptions.fileSuffixFilters = ['.wav'];
const documentViewPicker = new picker.DocumentViewPicker();
documentViewPicker.select(documentSelectOptions).then((result: Array<string>) => {
console.log(`select file result: ${result}`);
if (!result[0]) {
this.resultForFile = 'Please select a file to decode';
this.selectFileBtnEnabled = true;
return;
}
if (this.workerInstance) {
systemTime.getRealTime((err, data) => {
if (err) {
console.log('Failed to get start time');
} else {
this.startTime = data;
}
});
this.workerInstance.postMessage({
msgType: 'streaming-asr-decode-file', filename: result[0],
});
this.info = `Decoding ${result[0]} ... ...`;
} else {
console.log(`this worker instance is undefined ${this.workerInstance}`);
}
}).catch((err: BusinessError) => {
console.error(`Failed to select file, code is ${err.code}, message is ${err.message}`);
this.selectFileBtnEnabled = true;
})
})
Text(`Supported languages: ${this.lang}`);
if (this.info != '') {
TextArea({ text: this.info }).focusable(false);
}
TextArea({ text: this.resultForFile })
.width('100%')
.lineSpacing({ value: 10, unit: LengthUnit.VP })
.height('100%');
}
}.tabBar(this.TabBuilder('From file', 0, $r('app.media.icon_doc'), $r('app.media.icon_doc')))
TabContent() {
Column({ space: 10 }) {
Text(this.title).fontSize(this.titleFontSize).fontWeight(FontWeight.Bold);
Button(this.micBtnCaption)
.enabled(this.micBtnEnabled)
.fontSize(13)
.width(296)
.height(60)
.onClick(() => {
this.micInfo = '';
if (this.mic) {
if (this.micStarted) {
this.micStarted = false;
this.micBtnCaption = 'Start';
this.mic.stop();
this.micSaveBtnEnabled = true;
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'streaming-asr-decode-mic-stop'
});
}
} else {
this.micStarted = true;
this.micSaveBtnEnabled = false;
this.micBtnCaption = 'Stop';
this.resultForMic = '';
this.resultListForMic = [];
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'streaming-asr-decode-mic-start'
});
}
this.sampleList = [];
this.mic.start();
}
}
});
Button(this.micSaveBtnCaption)
.enabled(this.micSaveBtnEnabled)
.fontSize(13)
.width(296)
.height(60)
.onClick(() => {
if (this.sampleList.length == 0) {
this.micSaveBtnEnabled = false;
return;
}
const samples = this.flatten(this.sampleList);
if (samples.length == 0) {
this.micSaveBtnEnabled = 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.micInfo += `\nSaved to ${uri}`;
});
})
Text(`Supported languages: ${this.lang}`)
if (this.micInfo != '') {
TextArea({ text: this.micInfo })
.focusable(false);
}
TextArea({ text: this.resultForMic })
.width('100%')
.lineSpacing({ value: 10, unit: LengthUnit.VP })
.width('100%')
.height('100%');
}
}.tabBar(this.TabBuilder('From mic', 1, $r('app.media.icon_mic'), $r('app.media.icon_mic')))
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)
}.justifyContent(FlexAlign.Start)
}.tabBar(this.TabBuilder('Help', 2, $r('app.media.info'), $r('app.media.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;
}
this.sampleList.push(samplesFloat);
if (this.workerInstance) {
this.workerInstance.postMessage({
msgType: 'streaming-asr-decode-mic-samples',
samples: samplesFloat,
sampleRate: this.sampleRate,
})
}
}
}