鸿蒙智能语音实战:Speech Kit 打造高精度语音文档系统
在语音转写场景中,我们基于 Speech Kit 实现全链路语音处理,核心实现代码如下:
typescript
// 1. 语音引擎初始化配置
const speechEngine = await speech.createEngine({
mode: speech.WorkMode.REAL_TIME_TRANSCRIBE,
params: {
language: 'zh-CN',
accent: 'mandarin',
punctuation: true,
enableVoiceDetection: true,
audioFormat: {
sampleRate: 16000,
channelCount: 1,
bitDepth: 16
},
vadConfig: {
startSilence: 500,
endSilence: 800
}
},
// 硬件加速配置
hardwareAcceleration: {
device: speech.Accelerator.NPU,
enableAEC: true,
enableNS: true
}
})
// 2. 实时语音处理流水线
speechEngine.on('result', (text: string) => {
docEditor.insertText(text)
const sentences = speechUtils.splitSentences(text)
sentences.forEach(s => {
nlpAnalyzer.process(s).then(analysis => {
ui.updateRealTimeAnalysis(analysis)
})
})
}).on('voiceprint', (user: string) => {
userManager.setCurrentSpeaker(user)
}).on('command', (cmd: string) => {
commandExecutor.execute(cmd)
})
// 3. 专业领域优化
await speechEngine.loadCustomVocabulary({
type: 'legal',
words: [
'不可抗力', '连带责任', '标的物',
'要约邀请', '缔约过失'
],
hotWordsWeight: 1.5
})
// 4. 多模态交互控制
const speechControl = new speech.HandsFreeController({
wakeWord: '小鸿助手',
commands: [
{ phrase: '保存文档', action: saveDocument },
{ phrase: '添加批注', action: addComment },
{ regex: /跳转到第(\d+)条/, handler: gotoClause }
],
feedback: {
visual: true,
auditory: true,
tactile: true
}
})
// 5. 离线混合引擎
const hybridEngine = new speech.HybridEngine({
localModel: {
path: 'models/local_speech.om',
features: ['base', 'legal']
},
cloudFallback: {
enable: true,
auth: await getCloudAuth()
},
switchPolicy: {
networkThreshold: 0.3,
confidenceThreshold: 0.7
}
})
//关键技术组件:
//声纹分离:
typescript
speechEngine.enableSpeakerDiarization({
minSpeakers: 1,
maxSpeakers: 5,
identifyKnownUsers: true
})
//智能标点:
typescript
speechEngine.setPunctuationRules({
strictLegal: true,
customMarkers: ['§', '¶']
})
//自适应降噪:
typescript
speechEngine.updateNoiseProfile({
environment: getMeetingRoomNoiseProfile(),
algorithm: speech.NoiseReduction.DEEP_LEARNING
})
//合规录音存证:
typescript
speechEngine.enableComplianceRecording({
encryption: 'HW_DRM',
blockchain: {
endpoint: getNotarizationService(),
interval: 60
}
})
//实时字幕推流:
typescript
const subtitleStream = new speech.SubtitleServer({
encoding: 'UTF-8',
maxDelay: 1000,
protocols: ['WebSocket', 'RTMP']
})
//多语言混输:
typescript
speechEngine.enableCodeSwitchDetection({
languages: ['zh-CN', 'en-US'],
switchThreshold: 0.5
})
//优化实践建议:
//硬件资源管理:
typescript
speechEngine.setResourcePolicy({
cpuCore: 2,
memoryMB: 512,
thermalLimit: 70
})
//个性化语音适应:
typescript
speechEngine.adaptToSpeaker({
voiceSample: getUserVoiceprint(),
adaptationRate: 0.3
})
典型应用场景:
法律会议实时转录
医嘱语音电子化
多语言采访处理
无障碍语音控制
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