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Delete utils.py
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utils.py
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import ffmpeg
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import numpy as np
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# import praatio
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# import praatio.praat_scripts
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import os
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import sys
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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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# praatEXE = join('.',os.path.abspath(os.getcwd()) + r"\Praat.exe")
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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
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else (lambda: exec('raise ValueError("No data")'))()
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)
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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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# https://github.com/openai/whisper/blob/main/whisper/audio.py#L26
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# This launches a subprocess to decode audio while down-mixing and resampling as necessary.
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# Requires the ffmpeg CLI and `ffmpeg-python` package to be installed.
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file = (
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file.strip(" ").strip('"').strip("\n").strip('"').strip(" ")
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) # 防止小白拷路径头尾带了空格和"和回车
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file_formanted = file.strip(" ").strip('"').strip("\n").strip('"').strip(" ")
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# print(f"dofor={bool(DoFormant)} timbr={Timbre} quef={Quefrency}\n")
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if (
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lambda DoFormant: True
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if DoFormant.lower() == "true"
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else (False if DoFormant.lower() == "false" else DoFormant)
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)(DoFormant):
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numerator = round(random.uniform(1, 4), 4)
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# os.system(f"stftpitchshift -i {file} -q {Quefrency} -t {Timbre} -o {file_formanted}")
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# print('stftpitchshift -i "%s" -p 1.0 --rms -w 128 -v 8 -q %s -t %s -o "%s"' % (file, Quefrency, Timbre, file_formanted))
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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"{file_formanted}.wav")
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.run(
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cmd=["ffmpeg", "-nostdin"],
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capture_stdout=True,
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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 = (
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f"{file_formanted}.wav"
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if not file_formanted.endswith(".wav")
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else file_formanted
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)
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print(f" · Formanting {file_formanted}...\n")
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os.system(
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'%s -i "%s" -q "%s" -t "%s" -o "%sFORMANTED_%s.wav"'
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% (
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stft,
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file_formanted,
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Quefrency,
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Timbre,
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file_formanted,
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str(numerator),
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)
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)
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print(f" · Formanted {file_formanted}!\n")
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# filepraat = (os.path.abspath(os.getcwd()) + '\\' + file).replace('/','\\')
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# file_formantedpraat = ('"' + os.path.abspath(os.getcwd()) + '/' + 'formanted'.join(file_formanted) + '"').replace('/','\\')
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# print("%sFORMANTED_%s.wav" % (file_formanted, str(numerator)))
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out, _ = (
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ffmpeg.input(
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"%sFORMANTED_%s.wav" % (file_formanted, str(numerator)), threads=0
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)
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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:
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os.remove("%sFORMANTED_%s.wav" % (file_formanted, str(numerator)))
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except Exception:
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pass
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print("couldn't remove formanted type of file")
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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:
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os.remove(file_formanted)
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except Exception:
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pass
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print("couldn't remove converted type of file")
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converted = False
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return np.frombuffer(out, np.float32).flatten()
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