feat: initial commit
This commit is contained in:
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.venv/
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__pycache__/
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*.pyc
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*.egg-info/
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dist/
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build/
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PREFIX ?= $(HOME)/.local
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BINDIR ?= $(PREFIX)/bin
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PROG ?= video2srt
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PYTHON ?= python3
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VENV ?= .venv
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BACKEND ?= rocm
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PIP := $(VENV)/bin/pip
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ifeq ($(BACKEND),rocm)
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TORCH_INDEX := --index-url https://download.pytorch.org/whl/rocm6.3
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else ifeq ($(BACKEND),cuda)
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TORCH_INDEX := --index-url https://download.pytorch.org/whl/cu124
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else ifeq ($(BACKEND),cpu)
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TORCH_INDEX :=
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else
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$(error Unknown BACKEND=$(BACKEND), expected: rocm | cuda | cpu)
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endif
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.PHONY: build install clean uninstall
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build: $(VENV)/.installed
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$(VENV)/.torch-$(BACKEND): | $(VENV)
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$(PIP) install torch torchaudio $(TORCH_INDEX)
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touch $@
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$(VENV)/.installed: pyproject.toml $(VENV)/.torch-$(BACKEND)
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$(PIP) install -e .
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ifeq ($(BACKEND),rocm)
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$(PIP) uninstall -y triton || true
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$(PIP) install --force-reinstall --no-deps pytorch-triton-rocm $(TORCH_INDEX)
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endif
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touch $@
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$(VENV):
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$(PYTHON) -m venv $(VENV)
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$(BINDIR)/$(PROG): $(VENV)/.installed
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install -D -m 755 $(VENV)/bin/$(PROG) $@
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install: $(BINDIR)/$(PROG)
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clean:
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rm -rf $(VENV)
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uninstall:
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rm -f $(BINDIR)/$(PROG)
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@@ -0,0 +1,27 @@
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# video2srt
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Generate an English `.srt` next to each video using [stable-ts](https://github.com/jianfch/stable-ts), with Demucs vocal isolation to fight hallucinations on noisy or musical audio.
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## Install
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Requires Python 3.11 and `make`.
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```sh
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make # AMD ROCm (default)
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make BACKEND=cuda # NVIDIA CUDA
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make BACKEND=cpu # CPU-only
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make install # install .venv/bin/video2srt to ~/.local/bin
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make clean # remove .venv
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```
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## Usage
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```sh
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video2srt movie.mkv # translate to English (default)
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video2srt -t movie.mkv # transcribe in source language
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video2srt -l ja movie.mkv # force Japanese source language
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video2srt --no-denoise movie.mkv # skip Demucs vocal isolation
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video2srt -o english.srt movie.mkv # custom output path
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video2srt -f *.mkv # batch overwrite
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```
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[project]
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name = "video2srt"
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version = "0.1.0"
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description = "Generate an English .srt next to each video using stable-ts."
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requires-python = "==3.11.*"
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dependencies = [
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"stable-ts~=2.19.1",
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"demucs~=4.0.1",
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]
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[project.scripts]
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video2srt = "video2srt.cli:main"
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[build-system]
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requires = ["setuptools>=75.8"]
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build-backend = "setuptools.build_meta"
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[tool.ruff]
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line-length = 80
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preview = true
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[tool.ruff.lint]
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select = [
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"YTT",
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"ANN",
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"ASYNC",
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"B",
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"A",
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"COM",
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"C4",
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"DTZ",
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"T10",
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"FIX",
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"FA",
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"ISC",
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"PIE",
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"PYI",
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"PT",
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"RET",
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"SIM",
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"TC",
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"I",
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"C90",
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"DOC",
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"D",
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"F",
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"PL",
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"UP",
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"RUF"
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]
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ignore = [
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"A001",
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"D100",
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"D101",
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"D103",
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"D104",
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"D202",
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"D203",
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"D212",
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"D301",
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"D413",
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"TC006",
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"COM812",
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"PLR0913",
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"PLR0917",
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"PYI011",
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"UP031"
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]
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@@ -0,0 +1,134 @@
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"""Generate an English .srt next to each video using stable-ts."""
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from __future__ import annotations
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import argparse
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import os
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import sys
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import warnings
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from pathlib import Path
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from typing import TYPE_CHECKING
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warnings.filterwarnings("ignore", message=r".*FP16 is not supported.*")
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warnings.filterwarnings("ignore", message=r".*Word-level timestamps.*")
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warnings.filterwarnings("ignore", message=r".*non-tuple sequence.*")
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import stable_whisper
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import torch
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if TYPE_CHECKING:
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from whisper.model import (
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Whisper,
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)
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DEFAULT_MODEL = os.environ.get("WHISPER_MODEL", "large-v3")
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DEFAULT_DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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def output_stem(video: Path, override: str | None) -> Path:
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if override:
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path = Path(override)
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return path.with_suffix("") if path.suffix == ".srt" else path
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return video.with_suffix("")
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def process(video: Path, model: Whisper, args: argparse.Namespace) -> None:
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out_stem = output_stem(video, args.output)
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srt = out_stem.with_suffix(".srt")
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if srt.exists() and not args.force:
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print(f"skip: {srt} exists (use --force to overwrite)")
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return
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out_stem.parent.mkdir(parents=True, exist_ok=True)
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print(f">> {video}")
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result: stable_whisper.WhisperResult = model.transcribe( # type: ignore
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str(video),
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task="translate" if args.translate else "transcribe",
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language=None if args.lang == "auto" else args.lang,
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suppress_silence=True,
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denoiser="demucs" if args.denoiser else None,
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)
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result.to_srt_vtt(
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str(srt), word_level=False, segment_level=True
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)
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print(f"<< {srt}")
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def main() -> int:
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p = argparse.ArgumentParser(
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prog="video2srt",
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description="Generate an English .srt next to each video using stable-ts.",
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)
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p.add_argument("videos", nargs="+", type=Path, metavar="VIDEO")
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p.add_argument(
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"-t",
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"--transcribe",
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dest="translate",
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action="store_false",
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help="Transcribe in source language (default: translate to English)",
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)
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p.add_argument(
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"-l",
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"--lang",
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default="auto",
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help="Source language code or 'auto' (default: auto)",
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)
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p.add_argument(
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"-m",
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"--model",
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default=DEFAULT_MODEL,
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help=f"Whisper model name or path (default: {DEFAULT_MODEL})",
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)
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p.add_argument(
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"-o",
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"--output",
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help="Output .srt path (single input only; default: <video>.srt)",
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)
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p.add_argument(
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"-f",
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"--force",
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action="store_true",
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help="Overwrite existing .srt",
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)
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p.add_argument(
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"--no-denoise",
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dest="denoiser",
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action="store_false",
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help="Disable Demucs denoiser (default: on; isolates vocals from music/ambient)",
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)
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p.add_argument(
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"--device",
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default=DEFAULT_DEVICE,
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help=f"Compute device: cuda, cpu, mps (default: {DEFAULT_DEVICE})",
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)
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args = p.parse_args()
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if args.output and len(args.videos) > 1:
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p.error("--output cannot be combined with multiple input files")
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videos: list[Path] = []
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for video in args.videos:
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if video.is_file():
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videos.append(video)
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else:
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print(f"skip: {video} (not a file)", file=sys.stderr)
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if not videos:
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print("no valid input files", file=sys.stderr)
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return 1
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print(f"loading model {args.model} on {args.device}...")
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model = stable_whisper.load_model(args.model, device=args.device)
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for video in videos:
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process(video, model, args)
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return 0
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if __name__ == "__main__":
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sys.exit(main())
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