from configurations.read_configuration import midi_parameter_range, midi_is_discrete from data_generation.encoding import ParameterDescription def get_full_duration(midi): """Uses "full_duration" strategy to generate random duration (see Readme).""" n = len(midi) (time_starting_point, pitch) = midi[n - 1] new_midi = [(time_starting_point, pitch, 0.5)] next_time_starting_point = time_starting_point for i in range(n - 1): (time_starting_point, pitch) = midi[n - 2 - i] duration = (next_time_starting_point - time_starting_point) * 0.9 new_midi.insert(0, (time_starting_point, pitch, duration)) next_time_starting_point = time_starting_point return new_midi def get_random_duration(midi): """Uses "random_duration" strategy to generate random duration (see Readme).""" parameterDescription = ParameterDescription(name="duration", values=midi_parameter_range('duration'), discrete=midi_is_discrete('duration')) n = len(midi) new_midi = [] for i in range(n): (location, pitch) = midi[i] duration = float(parameterDescription.generate().value) new_midi.append((location, pitch, duration)) return new_midi def get_fixed_duration(midi): return [(location, pitch, 2.0) for (location, pitch) in midi] def get_limited_random_duration(midi): """Uses "limited_random_duration" strategy to generate random duration (see Readme).""" parameterDescription = ParameterDescription(name="duration", values=midi_parameter_range('duration'), discrete=midi_is_discrete('duration')) n = len(midi) (time_starting_point, pitch) = midi[n - 1] duration = float(parameterDescription.generate().value) new_midi = [(time_starting_point, pitch, duration)] next_time_starting_point = time_starting_point for i in range(n - 1): (time_starting_point, pitch) = midi[n - 2 - i] max_duration = (next_time_starting_point - time_starting_point) * 0.9 duration = float(parameterDescription.generate().value) duration = min(duration, max_duration) new_midi.insert(0, (time_starting_point, pitch, duration)) next_time_starting_point = time_starting_point return new_midi class RandomDuration: """Third component in the random midi pipeline responsible for random duration (keyboard hold time) generating""" def __call__(self, strategy: str, midi, *args, **kwargs): """Choose required strategy to generate random duration for each note. Parameters ---------- strategy: str Strategy names for random duration (see Readme). midi: List[(float, float)] Random rhythm and pitch from previous pipeline component. Returns ------- midi: List[(float, float, float)] Original input list with duration assigned to each note onset. """ if strategy == 'random_duration': midi = get_random_duration(midi) elif strategy == 'limited_random_duration': midi = get_limited_random_duration(midi) elif strategy == 'fixed_duration': midi = get_fixed_duration(midi) else: midi = get_full_duration(midi) return midi