static void Main(string[] args)
{
double[][] inputs = { };
int[] outputs = { };
if (LearningModel.doTraining)
{
for (int i = 1; i <= Training.LearningModel.noteCount; i++)
{
string training_file = "C:\\UCLA\\MrChorder-master\\MrChorder\\Training\\LearningModelData\\piano" + i.ToString() + ".wav";
OnsetDetector onsetDetector = new OnsetDetector(training_file, null);
double[][] FAData = onsetDetector.GenerateTrainingFAData();
inputs = ConcatVector(inputs, FAData);
int[] arr = new int[FAData.Length];
for (int j = 0; j < arr.Length; j++)
{
arr[j] = i - 1;
}
outputs = ConcatElement(outputs, arr);
Console.WriteLine("Training FA Data generated.");
}
}
LearningModel svm = new LearningModel(inputs, outputs);
Console.WriteLine("Testing.");
string testFile = "C:\\UCLA\\MrChorder-master\\MrChorder\\Training\\LearningModelData\\test3.wav";
OnsetDetector testDetector = new OnsetDetector(testFile, svm);
double[][] notes = testDetector.GenerateNotes();
double[][] labels = { };
foreach (string line in File.ReadLines("C:\\UCLA\\MrChorder-master\\MrChorder\\Training\\LearningModelData\\label3", Encoding.UTF8))
{
double[][] t = new double[1][];
t[0] = new double[2];
string[] s = line.Split(' ');
t[0][0] = Double.Parse(s[0]);
t[0][1] = Double.Parse(s[1]);
labels = ConcatVector(labels, t);
}
double[] acc = GetAccuracy(notes, labels);
Console.WriteLine("End");
}
public void SendFile()
{
// Process file.
string resultFilePath = System.IO.Path.Combine(Server.MapPath("~\\Generate\\"), System.IO.Path.GetFileName("AnalyseResult.pdf"));
while (!System.IO.File.Exists(resultFilePath))
{
// TODO(allenxie): Fancy work on filename processing.
double[][] inputs = { };
int[] outputs = { };
LearningModel svm = new LearningModel(inputs, outputs); // Pre-trained
OnsetDetector od = new OnsetDetector(filename, svm);
double[][] music = od.GenerateNotes();
for (int i = 0; i < music.Length; i++)
{
music[i][0] = music[i][0] + 1; // Sync Training module and ToPDF module
}
ToPDF PDFGenerator = new ToPDF(resultFilePath, music, music.Length, musicname);
}
Response.Write("Return file successfully!");
Response.End();
}