//Identify button opens the file explorer to choose a pre existing audio file or recorded sound to be identified
private void btnIdentify_Click(object sender, EventArgs e)
{
ClosestMatch User = new ClosestMatch();
if (sequence != null && RecordRadio.Checked == false)
{
var watch = Stopwatch.StartNew();
User = FileOperations.GetUserName(sequence, signal, WithPruningRadioBTN.Checked);
watch.Stop();
var elapsedMs = watch.ElapsedMilliseconds;
Console.WriteLine("Elapsed Milliseconds = " + elapsedMs);
MessageBox.Show("Username: "******"\nWith Minimum Difference: " + User.MinimumDistance.ToString());
}
else if (SavedRadio.Checked)
{
OpenFileDialog open = new OpenFileDialog();
if (open.ShowDialog() == DialogResult.OK)
{
isRecorded = false;
path = open.FileName;
//Open the selected audio file
signal = AudioOperations.OpenAudioFile(path);
sequence = AudioOperations.ExtractFeatures(ref signal);
var watch = Stopwatch.StartNew();
User = FileOperations.GetUserName(sequence, signal, WithPruningRadioBTN.Checked);
watch.Stop();
var elapsedMs = watch.ElapsedMilliseconds;
Console.WriteLine("Elapsed Milliseconds = " + elapsedMs);
MessageBox.Show("Username: "******"\nWith Minimum Difference: " + User.MinimumDistance.ToString());
}
}
//Dev: Omar Moataz Abdel-Wahed Attia
else
{
if (isRecorded)
{
InitializeDecoder(); //Initializes a decoder to get the value of the recorded stream.
AudioSignal signal = new AudioSignal(); //Signal sent to Feature extraction function.
signal.data = new double[this.decoder.frames]; //Reserve space for double array that will be filled later.
signal.sampleRate = this.decoder.GetTempSignal().SampleRate;
//TempSignal has the double array I need to extract features, Check function Decoder::getWholeSignal() for more explanation.
this.decoder.GetTempSignal().CopyTo(signal.data);
//Copies the values of the signal to an object "signal" of type AudioSignal which is sent to feature extraction.
sequence = AudioOperations.ExtractFeatures(ref signal);
//Get name of user that has the closest match.
var watch = Stopwatch.StartNew();
User = FileOperations.GetUserName(sequence, signal, WithPruningRadioBTN.Checked);
watch.Stop();
var elapsedMs = watch.ElapsedMilliseconds;
Console.WriteLine("Elapsed Milliseconds = " + elapsedMs);
MessageBox.Show("Username: "******"\nWith Minimum Difference: " + User.MinimumDistance.ToString());
}
else
{
MessageBox.Show("Please record your voice first!"); //In case the user tries to identify without recording any sound.
}
}
sequence = null;
updateButtons();
}
//======================================================
/*
Dev: Omar Moataz Abdel-Wahed Attia
Last Edit: 12/8/2015
To understand the code in function GetUserName, you need to understand the file structure
I'm looping over.
The file will contain 13 lines which represent a Frame (0-12) (Each Column is a frame)
on the 14th line, it will contain the name of the person that's tied to the previous sequence.
*/
//======================================================
public static ClosestMatch GetUserName(Sequence sequence, AudioSignal signal, bool pruned)
{
ClosestMatch User = new ClosestMatch();
//Opening the file.
using (StreamReader Reader = new StreamReader("savedSequences.txt"))
{
//Initializing a new sequence.
Sequence ToBeCompared = new Sequence();
//This line string contains every line I go through in the file
string Line;
//Holds the value of the current frame
int Index = 0;
bool flag = true, Updated = false;
//Variables used in lowerbounding
double FirstElement = 0, LastElement = 0, MaxElement = 0, MinElement = 0;
while ((Line = Reader.ReadLine()) != null)
{
if (Index == 13)
{
double TrueDistance;
string[] Temp = Line.Split(' '); /*Just a string array that holds the values I'll take into FirstElement,
LastElement, MinElement and MaxElement.*/
FirstElement = double.Parse(Temp[0]);
LastElement = double.Parse(Temp[1]);
MinElement = double.Parse(Temp[2]);
MaxElement = double.Parse(Temp[3]);
if (pruned)
{
double LowerBoundDistance = DynamicTimeWarpingOperations.LowerBound_Kim(signal, FirstElement, LastElement, MinElement, MaxElement);
if (LowerBoundDistance > User.MinimumDistance) goto skip;
TrueDistance = DynamicTimeWarpingOperations.Pruned_DTW_Distance(ToBeCompared, sequence);
}
else
{
TrueDistance = DynamicTimeWarpingOperations.DTW_Distance(ToBeCompared, sequence);
}
//Here I compare the two Distances together to see if I need to update the minimum or not.
if (TrueDistance < User.MinimumDistance)
{
//Here I update the minimum distance between two values.
User.MinimumDistance = TrueDistance;
Updated = true;
}
skip:
//This is a reinitialization just to clear out old values from the previous iteration
flag = true;
ToBeCompared = new Sequence();
}
else if(Index == 14)
{
if (Updated)
{
//I update the name of the person to line because on the 13th index line, it'll have the name of the person.
User.Username = Line.Substring(9, Line.Length - 9);
}
Updated = false; //resetting the update value.
Index = -1;
//So, it goes back to 0 when the loop continues.
}
else
{
string[] ExtractedStringsFromLine = Line.Split('|');
if (flag == true)
{
ToBeCompared.Frames = new MFCCFrame[ExtractedStringsFromLine.Length - 1];
}
//Here I split all the values from every line to an array of Strings.
for (int i = 0; i < ExtractedStringsFromLine.Length - 1; i++)
{
if (flag == true)
{
ToBeCompared.Frames[i] = new MFCCFrame();
}
ToBeCompared.Frames[i].Features[Index] = double.Parse(ExtractedStringsFromLine[i]);
}
flag = false;
}
//I increment the index of the 2D array for the next iteration through the file.
++Index;
}
}
//I return type ClosestMatch.
return User;
}