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stemgen.py
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stemgen.py
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#!/usr/bin/env python3
import argparse
import os
import platform
import shutil
import sys
import subprocess
from pathlib import Path
import time
import unicodedata
from metadata import get_cover, get_metadata
LOGO = r"""
_____ _____ _____ _____ _____ _____ _____
| __|_ _| __| | __| __| | |
|__ | | | | __| | | | | | __| | | |
|_____| |_| |_____|_|_|_|_____|_____|_|___|
"""
SUPPORTED_FILES = [".wave", ".wav", ".aiff", ".aif", ".flac"]
REQUIRED_PACKAGES = ["ffmpeg", "sox"]
USAGE = f"""{LOGO}
Stemgen is a Stem file generator. Convert any track into a stem and have fun with Traktor.
Usage: python3 stemgen.py -i [INPUT_PATH] -o [OUTPUT_PATH]
Supported input file format: {SUPPORTED_FILES}
"""
VERSION = "5.0.0"
parser = argparse.ArgumentParser(
description=USAGE, formatter_class=argparse.RawTextHelpFormatter
)
parser.add_argument(
"-i", dest="INPUT_PATH", required=True, help="the path to the input file"
)
parser.add_argument(
"-o", dest="OUTPUT_PATH", default="output", help="the path to the output folder"
)
parser.add_argument("-f", dest="FORMAT", default="alac", help="aac or alac")
parser.add_argument("-v", "--version", action="version", version=VERSION)
args = parser.parse_args()
INPUT_PATH = args.INPUT_PATH
OUTPUT_PATH = args.OUTPUT_PATH
FORMAT = args.FORMAT
DIR = Path(__file__).parent.absolute()
PYTHON_EXEC = sys.executable if not None else "python3"
# CONVERSION AND GENERATION
def convert():
print("Converting to wav and/or downsampling...")
# We downsample to 44.1kHz to avoid problems with the separation software
# because the models are trained on 44.1kHz audio files
# QUALITY WIDTH REJ dB TYPICAL USE
# -v very high 95% 175 24-bit mastering
# -M/-I/-L Phase response = minimum/intermediate/linear(default)
# -s Steep filter (band-width = 99%)
# -a Allow aliasing above the pass-band
global BIT_DEPTH
global SAMPLE_RATE
converted_file_path = os.path.join(OUTPUT_PATH, FILE_NAME, FILE_NAME + ".wav")
if BIT_DEPTH == 32:
# Downconvert to 24-bit
if FILE_PATH == converted_file_path:
subprocess.run(
[
"sox",
FILE_PATH,
"--show-progress",
"-b",
"24",
os.path.join(OUTPUT_PATH, FILE_NAME, FILE_NAME + ".24bit.wav"),
"rate",
"-v",
"-a",
"-I",
"-s",
"44100",
],
check=True,
)
os.remove(converted_file_path)
os.rename(
os.path.join(OUTPUT_PATH, FILE_NAME, FILE_NAME + ".24bit.wav"),
converted_file_path,
)
else:
subprocess.run(
[
"sox",
FILE_PATH,
"--show-progress",
"-b",
"24",
converted_file_path,
"rate",
"-v",
"-a",
"-I",
"-s",
"44100",
],
check=True,
)
BIT_DEPTH = 24
else:
if (
FILE_EXTENSION == ".wav" or FILE_EXTENSION == ".wave"
) and SAMPLE_RATE == 44100:
print("No conversion needed.")
else:
if FILE_PATH == converted_file_path:
subprocess.run(
[
"sox",
FILE_PATH,
"--show-progress",
"--no-dither",
os.path.join(
OUTPUT_PATH, FILE_NAME, FILE_NAME + ".44100Hz.wav"
),
"rate",
"-v",
"-a",
"-I",
"-s",
"44100",
],
check=True,
)
os.remove(converted_file_path)
os.rename(
os.path.join(OUTPUT_PATH, FILE_NAME, FILE_NAME + ".44100Hz.wav"),
converted_file_path,
)
else:
subprocess.run(
[
"sox",
FILE_PATH,
"--show-progress",
"--no-dither",
converted_file_path,
"rate",
"-v",
"-a",
"-I",
"-s",
"44100",
],
check=True,
)
print("Done.")
def split_stems():
print("Splitting stems...")
if BIT_DEPTH == 24:
print("Using 24-bit model...")
subprocess.run(
[
PYTHON_EXEC,
"-m",
"demucs",
"--int24",
"-n",
"htdemucs",
"-d",
"cpu",
FILE_PATH,
"-o",
f"{OUTPUT_PATH}/{FILE_NAME}",
]
)
else:
print("Using 16-bit model...")
subprocess.run(
[
PYTHON_EXEC,
"-m",
"demucs",
"-n",
"htdemucs",
"-d",
"cpu",
FILE_PATH,
"-o",
f"{OUTPUT_PATH}/{FILE_NAME}",
]
)
print("Done.")
def create_stem():
print("Creating stem...")
cd_root()
stem_args = [PYTHON_EXEC, "ni-stem/ni-stem", "create", "-s"]
stem_args += [
f"{OUTPUT_PATH}/{FILE_NAME}/htdemucs/{FILE_NAME}/drums.wav",
f"{OUTPUT_PATH}/{FILE_NAME}/htdemucs/{FILE_NAME}/bass.wav",
f"{OUTPUT_PATH}/{FILE_NAME}/htdemucs/{FILE_NAME}/other.wav",
f"{OUTPUT_PATH}/{FILE_NAME}/htdemucs/{FILE_NAME}/vocals.wav",
]
stem_args += [
"-x",
f"{OUTPUT_PATH}/{FILE_NAME}/{FILE_NAME}.wav",
"-t",
f"{OUTPUT_PATH}/{FILE_NAME}/tags.json",
"-m",
"metadata.json",
"-f",
FORMAT,
]
subprocess.run(stem_args)
print("Done.")
# SETUP
def cd_root():
os.chdir(DIR)
def setup():
for package in REQUIRED_PACKAGES:
if not shutil.which(package):
print(f"Please install {package} before running Stemgen.")
sys.exit(2)
if (
subprocess.run(
[PYTHON_EXEC, "-m", "demucs", "-h"], capture_output=True, text=True
).stdout.strip()
== ""
):
print("Please install demucs before running Stemgen.")
sys.exit(2)
if not os.path.exists(OUTPUT_PATH):
os.mkdir(OUTPUT_PATH)
print("Output dir created.")
else:
print("Output dir already exists.")
global BASE_PATH, FILE_EXTENSION
BASE_PATH = os.path.basename(INPUT_PATH)
FILE_EXTENSION = os.path.splitext(BASE_PATH)[1]
if FILE_EXTENSION not in SUPPORTED_FILES:
print("Invalid input file format. File should be one of:", SUPPORTED_FILES)
sys.exit(1)
setup_file()
get_bit_depth()
get_sample_rate()
get_cover(FILE_EXTENSION, FILE_PATH, OUTPUT_PATH, FILE_NAME)
get_metadata(DIR, FILE_PATH, OUTPUT_PATH, FILE_NAME)
convert()
print("Ready!")
def run():
print(f"Creating a Stem file for {FILE_NAME}...")
split_stems()
create_stem()
clean_dir()
print("Success! Have fun :)")
def get_bit_depth():
print("Extracting bit depth...")
global BIT_DEPTH
if FILE_EXTENSION == ".flac":
BIT_DEPTH = int(
subprocess.check_output(
[
"ffprobe",
"-v",
"error",
"-select_streams",
"a",
"-show_entries",
"stream=bits_per_raw_sample",
"-of",
"default=noprint_wrappers=1:nokey=1",
FILE_PATH,
]
)
)
else:
BIT_DEPTH = int(
subprocess.check_output(
[
"ffprobe",
"-v",
"error",
"-select_streams",
"a",
"-show_entries",
"stream=bits_per_sample",
"-of",
"default=noprint_wrappers=1:nokey=1",
FILE_PATH,
]
)
)
print(f"bits_per_sample={BIT_DEPTH}")
print("Done.")
def get_sample_rate():
print("Extracting sample rate...")
global SAMPLE_RATE
SAMPLE_RATE = int(
subprocess.check_output(
[
"ffprobe",
"-v",
"error",
"-select_streams",
"a",
"-show_entries",
"stream=sample_rate",
"-of",
"default=noprint_wrappers=1:nokey=1",
FILE_PATH,
]
)
)
print(f"sample_rate={SAMPLE_RATE}")
print("Done.")
def strip_accents(text):
text = unicodedata.normalize("NFKD", text)
text = text.encode("ascii", "ignore")
text = text.decode("utf-8")
return str(text)
def setup_file():
global FILE_NAME, INPUT_FOLDER, FILE_PATH
FILE_NAME = strip_accents(BASE_PATH.removesuffix(FILE_EXTENSION))
INPUT_FOLDER = os.path.dirname(INPUT_PATH)
if os.path.exists(f"{OUTPUT_PATH}/{FILE_NAME}"):
print("Working dir already exists.")
else:
os.mkdir(f"{OUTPUT_PATH}/{FILE_NAME}")
print("Working dir created.")
shutil.copy(INPUT_PATH, f"{OUTPUT_PATH}/{FILE_NAME}/{FILE_NAME}{FILE_EXTENSION}")
FILE_PATH = f"{OUTPUT_PATH}/{FILE_NAME}/{FILE_NAME}{FILE_EXTENSION}"
print("Done.")
def clean_dir():
print("Cleaning...")
if platform.system() == "Windows":
time.sleep(5)
os.chdir(os.path.join(OUTPUT_PATH, FILE_NAME))
if os.path.isfile(f"{FILE_NAME}.stem.m4a"):
os.rename(f"{FILE_NAME}.stem.m4a", os.path.join("..", f"{FILE_NAME}.stem.m4a"))
shutil.rmtree(os.path.join(DIR, OUTPUT_PATH + "/" + FILE_NAME))
input_dir = os.path.join(DIR, INPUT_FOLDER)
for file in os.listdir(input_dir):
if file.endswith(".m4a"):
os.remove(os.path.join(input_dir, file))
print("Done.")
cd_root()
setup()
run()