C# 基于Accord.Audio和百度语言识别
linbin524 发布于2017-12 浏览:15092 回复:2
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---恢复内容开始---

目标需求

 

使用录音形式,模拟微信语音聊天。按住录音,松开发送语音,并完成语音识别。

ps:百度的语言识别有60秒长度限制,需要自己做好控制。

 

实现方案

采用C# winform 程序实现桌面版,采用Accord 实现语音录制停止等基础语音操作,操作停止按钮,

自动调用百度语言识别接口将识别内容显示在文本框中。

备注,语音识别需要配套阵列麦克风,(请先注册百度开发者)百度语音识别接口请参考:http://ai.baidu.com/docs#/ASR-Online-Csharp-SDK/top

 

实现效果展示

 

实现过程

 

1、下载Accord 完成语音操作引用

 

accord 官方 地址:http://accord-framework.net/intro.html

官网中有示例demo,笔者的就是在示例demo上做改造的。

 

 

 

建立自己的项目,引用包中的dll

 

 

 界面代码:

using System;
using System.Drawing;
using System.IO;
using System.Windows.Forms;
using Accord.Audio;
using Accord.Audio.Formats;
using Accord.DirectSound;
using Accord.Audio.Filters;
using Baidu.Aip.API;

namespace SampleApp
{

public partial class MainForm : Form
{
private MemoryStream stream;

private IAudioSource source;
private IAudioOutput output;

private WaveEncoder encoder;
private WaveDecoder decoder;

private float[] current;

private int frames;
private int samples;
private TimeSpan duration;
///


/// 备注,语音识别需要配套阵列麦克风
///

public MainForm()
{
InitializeComponent();


// Configure the wavechart
chart.SimpleMode = true;
chart.AddWaveform("wave", Color.Green, 1, false);

updateButtons();
// Application.Idle += ProcessFrame;
}

void ProcessFrame(object sender, EventArgs e) {


}
///


/// 从声卡开始录制音频
///
///
private void btnRecord_Click(object sender, EventArgs e)
{
// Create capture device
source = new AudioCaptureDevice()//这里是核心
{
// Listen on 22050 Hz
DesiredFrameSize = 4096,
SampleRate = 16000,//采样率
//SampleRate = 22050,//采样率
Channels=1,
// We will be reading 16-bit PCM
Format = SampleFormat.Format16Bit
};

// Wire up some events
source.NewFrame += source_NewFrame;
source.AudioSourceError += source_AudioSourceError;

// Create buffer for wavechart control
current = new float[source.DesiredFrameSize];

// Create stream to store file
stream = new MemoryStream();
encoder = new WaveEncoder(stream);

// Start
source.Start();
updateButtons();
}

///


/// 播放录制的音频流。
///
///
private void btnPlay_Click(object sender, EventArgs e)
{
// First, we rewind the stream
stream.Seek(0, SeekOrigin.Begin);

// Then we create a decoder for it
decoder = new WaveDecoder(stream);

// Configure the track bar so the cursor
// can show the proper current position
if (trackBar1.Value < decoder.Frames)
decoder.Seek(trackBar1.Value);
trackBar1.Maximum = decoder.Samples;

// Here we can create the output audio device that will be playing the recording
output = new AudioOutputDevice(this.Handle, decoder.SampleRate, decoder.Channels);

// Wire up some events
output.FramePlayingStarted += output_FramePlayingStarted;
output.NewFrameRequested += output_NewFrameRequested;
output.Stopped += output_PlayingFinished;

// Start playing!
output.Play();

updateButtons();
}

///


/// 停止录制或播放流。
///
///
private void btnStop_Click(object sender, EventArgs e)
{
// Stops both cases
if (source != null)
{
// If we were recording
source.SignalToStop();
source.WaitForStop();
}
if (output != null)
{
// If we were playing
output.SignalToStop();
output.WaitForStop();
}

updateButtons();

// Also zero out the buffers and screen
Array.Clear(current, 0, current.Length);
updateWaveform(current, current.Length);
SpeechAPI speechApi = new SpeechAPI();

string result = speechApi.AsrData(stream,"wav");
tb_result.Text = "语音识别结果:"+result;
}

 

///


/// 当音频有错误时,将调用这个回调函数。
///
///
///
///
private void source_AudioSourceError(object sender, AudioSourceErrorEventArgs e)
{
throw new Exception(e.Description);
}

///


///
/// 每当有新的输入音频帧时,该方法将被调用。
///
///
///
private void source_NewFrame(object sender, NewFrameEventArgs eventArgs)
{

eventArgs.Signal.CopyTo(current);


updateWaveform(current, eventArgs.Signal.Length);


encoder.Encode(eventArgs.Signal);


duration += eventArgs.Signal.Duration;

samples += eventArgs.Signal.Samples;
frames += eventArgs.Signal.Length;
}


private void output_FramePlayingStarted(object sender, PlayFrameEventArgs e)
{
updateTrackbar(e.FrameIndex);

if (e.FrameIndex + e.Count < decoder.Frames)
{
int previous = decoder.Position;
decoder.Seek(e.FrameIndex);

Signal s = decoder.Decode(e.Count);
decoder.Seek(previous);

updateWaveform(s.ToFloat(), s.Length);
}
}


private void output_PlayingFinished(object sender, EventArgs e)
{
updateButtons();

Array.Clear(current, 0, current.Length);
updateWaveform(current, current.Length);
}


///
private void output_NewFrameRequested(object sender, NewFrameRequestedEventArgs e)
{

e.FrameIndex = decoder.Position;


Signal signal = decoder.Decode(e.Frames);

if (signal == null)
{

e.Stop = true;
return;
}


e.Frames = signal.Length;


signal.CopyTo(e.Buffer);
}

 


private void updateWaveform(float[] samples, int length)
{
if (InvokeRequired)
{
BeginInvoke(new Action(() =>
{
chart.UpdateWaveform("wave", samples, length);
}));
}
else
{
chart.UpdateWaveform("wave", current, length);
}
}


///
private void updateTrackbar(int value)
{
if (InvokeRequired)
{
BeginInvoke(new Action(() =>
{
trackBar1.Value = Math.Max(trackBar1.Minimum, Math.Min(trackBar1.Maximum, value));
}));
}
else
{
trackBar1.Value = Math.Max(trackBar1.Minimum, Math.Min(trackBar1.Maximum, value));
}
}

private void updateButtons()
{
if (InvokeRequired)
{
BeginInvoke(new Action(updateButtons));
return;
}

if (source != null && source.IsRunning)
{
btnBwd.Enabled = false;
btnFwd.Enabled = false;
btnPlay.Enabled = false;
btnStop.Enabled = true;
btnRecord.Enabled = false;
trackBar1.Enabled = false;
}
else if (output != null && output.IsRunning)
{
btnBwd.Enabled = false;
btnFwd.Enabled = false;
btnPlay.Enabled = false;
btnStop.Enabled = true;
btnRecord.Enabled = false;
trackBar1.Enabled = true;
}
else
{
btnBwd.Enabled = false;
btnFwd.Enabled = false;
btnPlay.Enabled = stream != null;
btnStop.Enabled = false;
btnRecord.Enabled = true;
trackBar1.Enabled = decoder != null;

trackBar1.Value = 0;
}
}

private void MainFormFormClosed(object sender, FormClosedEventArgs e)
{
if (source != null) source.SignalToStop();
if (output != null) output.SignalToStop();
}

private void saveFileDialog1_FileOk(object sender, System.ComponentModel.CancelEventArgs e)
{
Stream fileStream = saveFileDialog1.OpenFile();
stream.WriteTo(fileStream);
fileStream.Close();
}

private void saveToolStripMenuItem_Click(object sender, EventArgs e)
{
saveFileDialog1.ShowDialog(this);
}


private void updateTimer_Tick(object sender, EventArgs e)
{
lbLength.Text = String.Format("Length: {0:00.00} sec.", duration.Seconds);

}

private void aboutToolStripMenuItem_Click(object sender, EventArgs e)
{
new AboutBox().ShowDialog(this);
}

private void closeToolStripMenuItem_Click(object sender, EventArgs e)
{
Close();
}

private void btnIncreaseVolume_Click(object sender, EventArgs e)
{
adjustVolume(1.25f);
}

private void btnDecreaseVolume_Click(object sender, EventArgs e)
{
adjustVolume(0.75f);
}

private void adjustVolume(float value)
{

stream.Seek(0, SeekOrigin.Begin);


decoder = new WaveDecoder(stream);

var signal = decoder.Decode();


var volume = new VolumeFilter(value);
volume.ApplyInPlace(signal);


stream.Seek(0, SeekOrigin.Begin);
encoder = new WaveEncoder(stream);
encoder.Encode(signal);
}

}
}
 

 百度语音识别接口:

 

说明:百度已经提供sdk,对于支持语音格式需要说明,

支持的语音格式
原始 PCM 的录音参数必须符合 8k/16k 采样率、16bit 位深、单声道,支持的格式有:pcm(不压缩)、wav(不压缩,pcm编码)、amr(压缩格式)。

 

public string AsrData(string filePath, string format = "pcm", int rate = 16000)
{
var data =File.ReadAllBytes(filePath);
var result = _asrClient.Recognize(data, format, 16000);
return result.ToString();
}
 

 结果评测:

对于普通的语言识别效果不好,需要阵列麦克风才可以。

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共2条回复 最后由qq568745633回复于2022-09
#19qq568745633回复于2022-09

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#2goJhou回复于2017-12

很给力很给力。楼主可以试试看如何实现稳定高性能的打断

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