import numpy as np from configurations.read_configuration import midi_parameter_range class RandomPitch: """Second component in the random midi pipeline responsible for random rhythm (note onsets) generating""" def __init__(self): self.pitch_range = midi_parameter_range("pitch") self.major = [0, 2, 4, 5, 7, 9, 11] self.minor = [0, 2, 3, 5, 7, 8, 10] def __call__(self, strategy: str, onsets, *args, **kwargs): """Choose required strategy to generate random pitch for each note. Parameters ---------- strategy: str Strategy names for random pitches (see Readme). onsets: List[float] Random rhythm from previous pipeline component. Returns ------- midi: List[(float, float)] Original input list with pitches assigned to each note onset. """ if strategy == 'random_major': return self.get_random_major(onsets) elif strategy == 'random_minor': return self.get_random_minor(onsets) elif strategy == 'fixed_pitch': return self.get_fixed_pitch(onsets) elif strategy == 'fixed_pitch1': return self.get_fixed_pitch1(onsets) elif strategy == 'fixed_pitch2': return self.get_fixed_pitch2(onsets) elif strategy == 'fixed_pitch3': return self.get_fixed_pitch3(onsets) elif strategy == 'fixed_pitch4': return self.get_fixed_pitch4(onsets) else: return self.get_random_pitch(onsets) def get_random_major(self, midi): """Uses "random_major" strategy to generate random pitches (see Readme).""" random_scale = np.random.randint(0, 12) scale = [one for one in self.pitch_range if (one - random_scale) % 12 in self.major] midi = [(duration, scale[np.random.randint(0, len(scale))]) for duration in midi] # midi[0] = (midi[0][0], random_scale + self.pitch_range[-1]) midi[len(midi) - 1] = (midi[len(midi) - 1][0], random_scale + self.pitch_range[0]) return midi def get_random_pitch(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, np.random.randint(self.pitch_range[0], self.pitch_range[-1])) for duration in midi] def get_fixed_pitch(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, 48) for duration in midi] def get_fixed_pitch1(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, 55) for duration in midi] def get_fixed_pitch2(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, 62) for duration in midi] def get_fixed_pitch3(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, 69) for duration in midi] def get_fixed_pitch4(self, midi): """Uses "free_pitch" strategy to generate random pitches (see Readme).""" return [(duration, 76) for duration in midi] def get_random_minor(self, midi): """Uses "random_minor" strategy to generate random pitches (see Readme).""" random_scale = np.random.randint(0, 12) scale = [one for one in self.pitch_range if (one - random_scale) % 12 in self.minor] midi = [(duration, scale[np.random.randint(0, len(scale))]) for duration in midi] # midi[0] = (midi[0][0], random_scale + self.pitch_range[-1]) midi[len(midi) - 1] = (midi[len(midi) - 1][0], random_scale + self.pitch_range[0]) return midi