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https://github.com/Mangio621/Mangio-RVC-Fork.git
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111 lines
4.2 KiB
Python
111 lines
4.2 KiB
Python
import ffmpeg
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import numpy as np
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import os
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import sys
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from shlex import quote as RQuote
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import random
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import csv
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platform_stft_mapping = {
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'linux': 'stftpitchshift',
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'darwin': 'stftpitchshift',
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'win32': 'stftpitchshift.exe',
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}
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stft = platform_stft_mapping.get(sys.platform)
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def CSVutil(file, rw, type, *args):
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if type == 'formanting':
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if rw == 'r':
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with open(file) as fileCSVread:
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csv_reader = list(csv.reader(fileCSVread))
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return (
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csv_reader[0][0], csv_reader[0][1], csv_reader[0][2]
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) if csv_reader is not None else (lambda: exec('raise ValueError("No data")'))()
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else:
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if args:
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doformnt = args[0]
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else:
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doformnt = False
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qfr = args[1] if len(args) > 1 else 1.0
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tmb = args[2] if len(args) > 2 else 1.0
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with open(file, rw, newline='') as fileCSVwrite:
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csv_writer = csv.writer(fileCSVwrite, delimiter=',')
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csv_writer.writerow([doformnt, qfr, tmb])
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elif type == 'stop':
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stop = args[0] if args else False
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with open(file, rw, newline='') as fileCSVwrite:
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csv_writer = csv.writer(fileCSVwrite, delimiter=',')
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csv_writer.writerow([stop])
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def load_audio(file, sr, DoFormant, Quefrency, Timbre):
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converted = False
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DoFormant, Quefrency, Timbre = CSVutil('csvdb/formanting.csv', 'r', 'formanting')
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try:
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file = (
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file.strip(" ").strip('"').strip("\n").strip('"').strip(" ")
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)
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file_formanted = file.strip(" ").strip('"').strip("\n").strip('"').strip(" ")
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if (DoFormant.lower() == 'true'):
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numerator = round(random.uniform(1,4), 4)
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if not file.endswith(".wav"):
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if not os.path.isfile(f"{file_formanted}.wav"):
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converted = True
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#print(f"\nfile = {file}\n")
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#print(f"\nfile_formanted = {file_formanted}\n")
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converting = (
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ffmpeg.input(file_formanted, threads = 0)
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.output(f"{RQuote(file_formanted)}.wav")
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.run(
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cmd=["ffmpeg", "-nostdin"], capture_stdout=True, capture_stderr=True
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)
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)
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else:
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pass
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file_formanted = f"{file_formanted}.wav" if not file_formanted.endswith(".wav") else file_formanted
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print(f" · Formanting {file_formanted}...\n")
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command = (
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f'{RQuote(stft)} -i "{RQuote(file_formanted)}" -q "{RQuote(Quefrency)}" '
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f'-t "{RQuote(Timbre)}" -o "{RQuote(file_formanted)}FORMANTED_{RQuote(str(numerator))}.wav"'
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)
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os.system(command)
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print(f" · Formanted {file_formanted}!\n")
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out, _ = (
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ffmpeg.input(f"{file_formanted}FORMANTED_{str(numerator)}.wav", threads=0)
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.output("-", format="f32le", acodec="pcm_f32le", ac=1, ar=sr)
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.run(
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cmd=["ffmpeg", "-nostdin"], capture_stdout=True, capture_stderr=True
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)
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)
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try: os.remove(f"{file_formanted}FORMANTED_{str(numerator)}.wav")
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except Exception as e: pass; print(f"couldn't remove formanted type of file due to {e}")
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else:
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out, _ = (
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ffmpeg.input(file, threads=0)
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.output("-", format="f32le", acodec="pcm_f32le", ac=1, ar=sr)
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.run(
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cmd=["ffmpeg", "-nostdin"], capture_stdout=True, capture_stderr=True
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)
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)
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except Exception as e:
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raise RuntimeError(f"Failed to load audio: {e}")
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if converted:
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try: os.remove(file_formanted)
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except Exception as e: pass; print(f"Couldn't remove converted type of file due to {e}")
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converted = False
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return np.frombuffer(out, np.float32).flatten()
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