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separate.py
23
separate.py
@ -12,6 +12,7 @@ from lib_v5.vr_network import nets_new
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#from lib_v5.vr_network.model_param_init import ModelParameters
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from pathlib import Path
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from gui_data.constants import *
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import audioread
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import gzip
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import librosa
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import math
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@ -672,8 +673,10 @@ class SeperateVR(SeperateAttributes):
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wav_resolution = bp['res_type']
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if d == bands_n: # high-end band
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X_wave[d], _ = librosa.load(
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self.audio_file, bp['sr'], False, dtype=np.float32, res_type=wav_resolution)
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X_wave[d], _ = librosa.load(self.audio_file, bp['sr'], False, dtype=np.float32, res_type=wav_resolution)
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if not X_wave[d] and self.audio_file.endswith('.mp3'):
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X_wave[d] = rerun_mp3(self.audio_file, bp['sr'])
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if X_wave[d].ndim == 1:
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X_wave[d] = np.asarray([X_wave[d], X_wave[d]])
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@ -865,13 +868,20 @@ def gather_sources(primary_stem_name, secondary_stem_name, secondary_sources: di
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def prepare_mix(mix, chunk_set, margin_set, mdx_net_cut=False, is_missing_mix=False):
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audio_path = mix
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samplerate = 44100
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print('mix first: ', mix)
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if not isinstance(mix, np.ndarray):
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mix, samplerate = librosa.load(mix, mono=False, sr=44100)
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else:
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mix = mix.T
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print('mix: ', mix)
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if not mix and audio_path.endswith('.mp3'):
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mix = rerun_mp3(audio_path)
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print('mix after fix: ', mix)
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if mix.ndim == 1:
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mix = np.asfortranarray([mix,mix])
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@ -906,6 +916,13 @@ def prepare_mix(mix, chunk_set, margin_set, mdx_net_cut=False, is_missing_mix=Fa
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raw_mix = get_segmented_mix(chunk_set=0) if mdx_net_cut else mix
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return segmented_mix, raw_mix, samplerate
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def rerun_mp3(audio_file, sample_rate=44100):
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with audioread.audio_open(audio_file) as f:
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track_length = int(f.duration)
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return librosa.load(audio_file, duration=track_length, mono=False, sr=sample_rate)[0]
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def save_format(audio_path, save_format, mp3_bit_set):
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if not save_format == WAV:
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