private void beginGenerationButton_Click(object sender, EventArgs e)
{
try
{
var retriever = new PianoNoteRetriever();
var midiEvents = new InstrumentMidiEventProducer(this.files.Select(x => new Sequence(x)));
IReadOnlyList <MidiEvent> midi = midiEvents.GetOrderedMessages(GeneralMidiInstrument.AcousticGrandPiano);
Chord.AllowForComplexSimplification = this.checkBox1.Checked;
var accords = Chord.RetrieveChords(midi, retriever);
INGrams <Chord> grams = null;
if (this.homogeneous)
{
grams = HomogenousNGrams <Chord> .BuildNGrams((int)this.leftRangeNumericUpDown.Value, accords);
}
else
{
grams = HeterogenousNGrams <Chord> .BuildNGrams((int)this.leftRangeNumericUpDown.Value, (int)this.rightRangeNumericUpDown.Value, accords);
}
NGramGraphMarkovChain <Chord> graph = new NGramGraphMarkovChain <Chord>(grams);
this.Save(graph);
}
catch (Exception ex)
{
MessageBox.Show(ex.Message);
}
}
public INGrams <T> UpdateSentenceTextBox()
{
var chain = RetrieveChain();
this.sentenceTextBox.Text = NGramHelper.ShowNGram(chain);
return(HomogenousNGrams <T> .DirectBuiltUnsafe(chain, chain.First().N));
}
public DiscreteDataRetriever(List <Chord> chordsInOrder, int clusterSize = 2, int windowSize = 20)
{
chordsInOrder.NullCheck();
chordsInOrder.Any().AssertTrue();
this.Chords = chordsInOrder.AsReadOnly();
this.WindowSize = windowSize;
this.NGramSize = clusterSize;
this.HomogenousWindowingData = HomogenousNGrams <Chord> .BuildNGrams(this.NGramSize, this.Chords.ToList());
this.badOkayGoodChords = Tuple.Create <List <NGram <Chord>[]>, List <NGram <Chord>[]>, List <NGram <Chord>[]> >(this.RetrieveBad(), this.RetrieveOkay(), this.RetrieveGood());
}
public override void FormLoad(object sender, EventArgs e)
{
PianoNoteRetriever retriever = new PianoNoteRetriever();
var midiEvents = new InstrumentMidiEventProducer(
Directory.EnumerateFiles(@"C:\Users\armen_000\Documents\Visual Studio 2013\Projects\Improvisation\Improvisation\bin\Debug\MusicSeperated\RayCharles").Select(x => new Sequence(x)));
var midi = midiEvents.GetOrderedMessages(GeneralMidiInstrument.AcousticGrandPiano);
var accords = Chord.RetrieveChords(midi, retriever);
// var mahboyeminem = Chord.RetrieveChords(
// new InstrumentMidiEventProducer(Directory.EnumerateFiles("MusicSeperated\\Eminem").Select(x => new Sequence(x))).GetOrderedMessages(GeneralMidiInstrument.AcousticGrandPiano),
// retriever);
var grams = HeterogenousNGrams <Chord> .BuildNGrams(3, 7, accords.ToList());
this.MarkovGraph = new NGramGraphMarkovChain <Chord>(grams);
this.wpfContainer.Child = GenerateWpfVisuals(GraphUIHelper.GenerateGraphUI <Chord>(new NGramGraphMarkovChain <Chord>(HomogenousNGrams <Chord> .DirectBuiltUnsafe(new NGram <Chord>().AsEnumerableObject(), 1))));
this.ZoomControl.ZoomToFill();
this.GraphArea.GenerateGraph(true);
this.GraphArea.SetVerticesDrag(true, true);
this.UpdateThemeListBox();
}
private List <NGram <Chord>[]> RetrieveGood()
{
var window = HomogenousNGrams <NGram <Chord> > .BuildNGrams(this.WindowSize, this.HomogenousWindowingData.ToList());
return(window.Select(x => x.ToArray()).ToList());
}
private async void ShowMelodyDifference(NGram <Chord>[] nGram)
{
NGramGraphMarkovChain <Chord> melodyGraph = new NGramGraphMarkovChain <Chord>(HomogenousNGrams <Chord> .DirectBuiltUnsafe(nGram, 1));
NGramSemanticGraphDistance <Chord> a = new Library.GraphOperations.NGramSemanticGraphDistance <Chord>();
string text = a.Distance(
melodyGraph,
TemperaryVariables.Graph,
(this.useSubGraphCheckBox.Checked) ?
NGramGraphDistanceType.SubGraph :
NGramGraphDistanceType.CompleteGraph
).ToString();
this.graphDifferenceTextBox.Invoke((Action)(() => this.graphDifferenceTextBox.Text = text));
}
