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@ -3,16 +3,24 @@ import numpy as np
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import soundfile as sf
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import math
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import random
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import pyrubberband
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import math
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import platform
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from . import pyrb
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OPERATING_SYSTEM = platform.system()
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SYSTEM_ARCH = platform.platform()
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SYSTEM_PROC = platform.processor()
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ARM = 'arm'
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if OPERATING_SYSTEM == 'Windows':
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wav_resolution = "sinc_fastest"
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from pyrubberband import pyrb
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else:
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wav_resolution = "polyphase"
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from . import pyrb
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if OPERATING_SYSTEM == 'Darwin':
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wav_resolution = "sinc_fastest" if SYSTEM_PROC == ARM or ARM in SYSTEM_ARCH else 'polyphase'
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else:
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wav_resolution = "sinc_fastest"
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MAX_SPEC = 'Max Spec'
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MIN_SPEC = 'Min Spec'
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@ -547,18 +555,18 @@ def to_shape_minimize(x: np.ndarray, target_shape):
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return np.pad(x, tuple(padding_list), mode='constant')
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def augment_audio(export_path, audio_file, rate, is_normalization, wav_type_set, save_format=None, is_pitch=False):
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print('Rate: ', rate)
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wav, sr = librosa.load(audio_file, sr=44100, mono=False)
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if wav.ndim == 1:
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wav = np.asfortranarray([wav,wav])
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if is_pitch:
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wav_1 = pyrubberband.pyrb.pitch_shift(wav[0], sr, rate, rbargs=None)
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wav_2 = pyrubberband.pyrb.pitch_shift(wav[1], sr, rate, rbargs=None)
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wav_1 = pyrb.pitch_shift(wav[0], sr, rate, rbargs=None)
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wav_2 = pyrb.pitch_shift(wav[1], sr, rate, rbargs=None)
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else:
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wav_1 = pyrubberband.pyrb.time_stretch(wav[0], sr, rate, rbargs=None)
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wav_2 = pyrubberband.pyrb.time_stretch(wav[1], sr, rate, rbargs=None)
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wav_1 = pyrb.time_stretch(wav[0], sr, rate, rbargs=None)
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wav_2 = pyrb.time_stretch(wav[1], sr, rate, rbargs=None)
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if wav_1.shape > wav_2.shape:
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wav_2 = to_shape(wav_2, wav_1.shape)
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