def events_to_input(self, events, position):
"""Returns the input vector for the given position in the chord progression.
Indices [0, 36]:
[0]: Whether or not this chord is "no chord".
[1, 12]: A one-hot encoding of the chord root pitch class.
[13, 24]: Whether or not each pitch class is present in the chord.
[25, 36]: A one-hot encoding of the chord bass pitch class.
Args:
events: A magenta.music.ChordProgression object.
position: An integer event position in the chord progression.
Returns:
An input vector, an self.input_size length list of floats.
"""
chord = events[position]
input_ = [0.0] * self.input_size
if chord == NO_CHORD:
input_[0] = 1.0
return input_
root = chord_symbols_lib.chord_symbol_root(chord)
input_[1 + root] = 1.0
pitches = chord_symbols_lib.chord_symbol_pitches(chord)
for pitch in pitches:
input_[1 + NOTES_PER_OCTAVE + pitch] = 1.0
bass = chord_symbols_lib.chord_symbol_bass(chord)
input_[1 + 2 * NOTES_PER_OCTAVE + bass] = 1.0
return input_
def events_to_input(self, events, position):
"""Returns the input vector for the given position in the chord progression.
Indices [0, 36]:
[0]: Whether or not this chord is "no chord".
[1, 12]: A one-hot encoding of the chord root pitch class.
[13, 24]: Whether or not each pitch class is present in the chord.
[25, 36]: A one-hot encoding of the chord bass pitch class.
Args:
events: A magenta.music.ChordProgression object.
position: An integer event position in the chord progression.
Returns:
An input vector, an self.input_size length list of floats.
"""
chord = events[position]
input_ = [0.0] * self.input_size
if chord == NO_CHORD:
input_[0] = 1.0
return input_
root = chord_symbols_lib.chord_symbol_root(chord)
input_[1 + root] = 1.0
pitches = chord_symbols_lib.chord_symbol_pitches(chord)
for pitch in pitches:
input_[1 + NOTES_PER_OCTAVE + pitch] = 1.0
bass = chord_symbols_lib.chord_symbol_bass(chord)
input_[1 + 2 * NOTES_PER_OCTAVE + bass] = 1.0
return input_
def encode_event(self, event):
if event == NO_CHORD:
return 0
root = chord_symbols_lib.chord_symbol_root(event)
quality = chord_symbols_lib.chord_symbol_quality(event)
if quality == chord_symbols_lib.CHORD_QUALITY_MAJOR:
return root + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_MINOR:
return root + NOTES_PER_OCTAVE + 1
else:
raise ChordEncodingError('chord is neither major nor minor: %s' % event)
def encode_event(self, event):
if event == NO_CHORD:
return 0
root = chord_symbols_lib.chord_symbol_root(event)
quality = chord_symbols_lib.chord_symbol_quality(event)
if quality == chord_symbols_lib.CHORD_QUALITY_MAJOR:
return root + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_MINOR:
return root + NOTES_PER_OCTAVE + 1
else:
raise ChordEncodingError('chord is neither major nor minor: %s' % event)
def encode_event(self, event):
if event == NO_CHORD:
return 0
root = chord_symbols_lib.chord_symbol_root(event)
quality = chord_symbols_lib.chord_symbol_quality(event)
if quality == chord_symbols_lib.CHORD_QUALITY_MAJOR:
return root + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_MINOR:
return root + NOTES_PER_OCTAVE + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_AUGMENTED:
return root + 2 * NOTES_PER_OCTAVE + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_DIMINISHED:
return root + 3 * NOTES_PER_OCTAVE + 1
else:
raise ChordEncodingException('chord is not a standard triad: %s' % event)
def encode_event(self, event):
if event == NO_CHORD:
return 0
root = chord_symbols_lib.chord_symbol_root(event)
quality = chord_symbols_lib.chord_symbol_quality(event)
if quality == chord_symbols_lib.CHORD_QUALITY_MAJOR:
return root + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_MINOR:
return root + NOTES_PER_OCTAVE + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_AUGMENTED:
return root + 2 * NOTES_PER_OCTAVE + 1
elif quality == chord_symbols_lib.CHORD_QUALITY_DIMINISHED:
return root + 3 * NOTES_PER_OCTAVE + 1
else:
raise ChordEncodingError('chord is not a standard triad: %s' % event)
def testChordSymbolRoot(self):
root = chord_symbols_lib.chord_symbol_root('Dm9')
self.assertEqual(2, root)
root = chord_symbols_lib.chord_symbol_root('E/G#')
self.assertEqual(4, root)
root = chord_symbols_lib.chord_symbol_root('Bsus2')
self.assertEqual(11, root)
root = chord_symbols_lib.chord_symbol_root('Abmaj7')
self.assertEqual(8, root)
root = chord_symbols_lib.chord_symbol_root('D##5(add6)')
self.assertEqual(4, root)
root = chord_symbols_lib.chord_symbol_root('F(b7)(#9)(b13)')
self.assertEqual(5, root)
def testChordSymbolRoot(self):
root = chord_symbols_lib.chord_symbol_root('Dm9')
self.assertEqual(2, root)
root = chord_symbols_lib.chord_symbol_root('E/G#')
self.assertEqual(4, root)
root = chord_symbols_lib.chord_symbol_root('Bsus2')
self.assertEqual(11, root)
root = chord_symbols_lib.chord_symbol_root('Abmaj7')
self.assertEqual(8, root)
root = chord_symbols_lib.chord_symbol_root('D##5(add6)')
self.assertEqual(4, root)
root = chord_symbols_lib.chord_symbol_root('F(b7)(#9)(b13)')
self.assertEqual(5, root)
