Upload 4 files
Browse files- .gitignore +1 -0
- README.md +135 -0
- requirements.txt +7 -0
- transcriber.py +639 -0
.gitignore
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venv/
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README.md
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# β‘ Universal Media Transcriber
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Convert **YouTube, YouTube Music, Spotify, and direct audio/video URLs** into transcript `.txt` files β extremely fast.
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---
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## β¨ Features
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| Feature | Detail |
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|---|---|
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| **Native captions** | YouTube captions grabbed instantly β no audio download |
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| **Whisper fallback** | `faster-whisper` (up to 4Γ faster than OpenAI Whisper) |
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| **Spotify** | Tracks / albums / playlists via `spotdl` β Whisper |
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| **Direct audio** | `.mp3 .mp4 .wav .m4a .webm .ogg` and more |
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| **Playlist support** | Auto-expand playlists, channels, albums |
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| **Batch + parallel** | Multiple URLs, concurrent workers |
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| **Smart cache** | Re-run same URL instantly |
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| **Auto-install** | Deps install themselves on first run |
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---
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## π Quick Start
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```bash
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# Single YouTube video
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python transcriber.py https://youtu.be/VIDEO_ID
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# Multiple URLs
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python transcriber.py URL1 URL2 URL3
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# From a file (one URL per line)
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python transcriber.py --file urls.txt
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# Full YouTube playlist
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python transcriber.py --playlist https://youtube.com/playlist?list=PLAYLIST_ID
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# Spotify track
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python transcriber.py https://open.spotify.com/track/TRACK_ID
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# Force Whisper (ignore captions)
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python transcriber.py URL --whisper
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# Larger model for better accuracy
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python transcriber.py URL --model large-v3
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# Merge all into one file
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python transcriber.py URL1 URL2 --merge
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# Custom output folder
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python transcriber.py URL --output ./my_transcripts
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```
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---
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## π Options
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```
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urls One or more media URLs
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--file, -f Text file with one URL per line
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--output, -o Output directory (default: ./transcripts)
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--merge, -m Merge all transcripts into one file
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--whisper, -w Force Whisper (skip caption check)
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--model tiny | base | small | medium | large-v2 | large-v3
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--workers Parallel workers (default: 4)
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--no-cache Disable transcript cache
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--playlist Expand playlist/channel into individual videos
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--clear-cache Wipe the cache
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```
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---
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## π¦ Dependencies (auto-installed)
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- `yt-dlp` β universal media downloader
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- `youtube-transcript-api` β instant YouTube captions
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- `faster-whisper` β optimized Whisper (CTranslate2)
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- `spotdl` β Spotify downloader
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- `rich` β terminal UI
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**Requires:** `ffmpeg` installed on your system:
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```bash
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# macOS
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brew install ffmpeg
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# Ubuntu/Debian
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sudo apt install ffmpeg
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# Windows
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winget install ffmpeg
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```
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---
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## β‘ Speed Guide
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| Source | Method | Speed |
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|---|---|---|
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| YouTube with captions | Native API | < 2 sec |
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| YouTube no captions | Whisper `base` | ~realtime |
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| Spotify music | spotdl + Whisper | depends on length |
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| Direct audio | Whisper | ~realtime |
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**Model accuracy vs speed:**
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`tiny` β `base` β `small` β `medium` β `large-v3`
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(fastest) (most accurate)
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---
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## π Output Format
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```
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======================================================================
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TITLE : My Video Title
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UPLOADER : Channel Name
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DURATION : 0:15:42
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SOURCE : youtube
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METHOD : native_captions
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URL : https://youtu.be/...
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======================================================================
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[0:00:00] Hello and welcome to this video...
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[0:00:05] Today we're going to talk about...
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```
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---
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## π URL File Format
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```
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# urls.txt β lines starting with # are comments
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https://youtu.be/VIDEO1
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https://youtu.be/VIDEO2
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https://open.spotify.com/track/TRACK_ID
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https://example.com/podcast.mp3
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```
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requirements.txt
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yt-dlp
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youtube-transcript-api
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faster-whisper
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rich
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spotdl
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requests
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torch
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transcriber.py
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|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
Universal Media Transcriber
|
| 4 |
+
Supports: YouTube, YouTube Music, Spotify, Direct Audio/Video URLs
|
| 5 |
+
Blazing fast: uses native captions when available, falls back to faster-whisper
|
| 6 |
+
"""
|
| 7 |
+
|
| 8 |
+
import os
|
| 9 |
+
import sys
|
| 10 |
+
import re
|
| 11 |
+
import json
|
| 12 |
+
import time
|
| 13 |
+
import shutil
|
| 14 |
+
import hashlib
|
| 15 |
+
import argparse
|
| 16 |
+
import tempfile
|
| 17 |
+
import subprocess
|
| 18 |
+
from pathlib import Path
|
| 19 |
+
from datetime import timedelta
|
| 20 |
+
from concurrent.futures import ThreadPoolExecutor, as_completed
|
| 21 |
+
from urllib.parse import urlparse, parse_qs
|
| 22 |
+
|
| 23 |
+
# Add current directory to PATH so local ffmpeg.exe can be found
|
| 24 |
+
script_dir = str(Path(__file__).parent.absolute())
|
| 25 |
+
if script_dir not in os.environ["PATH"]:
|
| 26 |
+
os.environ["PATH"] = script_dir + os.pathsep + os.environ["PATH"]
|
| 27 |
+
|
| 28 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 29 |
+
# AUTO-INSTALLER β installs missing deps silently on first run
|
| 30 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 31 |
+
|
| 32 |
+
REQUIRED = {
|
| 33 |
+
"yt_dlp": "yt-dlp",
|
| 34 |
+
"youtube_transcript_api": "youtube-transcript-api",
|
| 35 |
+
"faster_whisper": "faster-whisper",
|
| 36 |
+
"rich": "rich",
|
| 37 |
+
"spotdl": "spotdl",
|
| 38 |
+
"requests": "requests",
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
def ensure_deps():
|
| 42 |
+
missing = []
|
| 43 |
+
for module, pkg in REQUIRED.items():
|
| 44 |
+
try:
|
| 45 |
+
__import__(module)
|
| 46 |
+
except ImportError:
|
| 47 |
+
missing.append(pkg)
|
| 48 |
+
if missing:
|
| 49 |
+
print(f"[setup] Installing: {', '.join(missing)} ...")
|
| 50 |
+
subprocess.check_call(
|
| 51 |
+
[sys.executable, "-m", "pip", "install", "--quiet", "--break-system-packages"] + missing
|
| 52 |
+
)
|
| 53 |
+
print("[setup] Done. Reloading...\n")
|
| 54 |
+
|
| 55 |
+
ensure_deps()
|
| 56 |
+
|
| 57 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 58 |
+
# IMPORTS (after install)
|
| 59 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 60 |
+
|
| 61 |
+
import yt_dlp
|
| 62 |
+
import requests
|
| 63 |
+
from rich.console import Console
|
| 64 |
+
from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn, TimeElapsedColumn
|
| 65 |
+
from rich.panel import Panel
|
| 66 |
+
from rich.table import Table
|
| 67 |
+
from rich import print as rprint
|
| 68 |
+
from youtube_transcript_api import YouTubeTranscriptApi, TranscriptsDisabled, NoTranscriptFound
|
| 69 |
+
|
| 70 |
+
console = Console()
|
| 71 |
+
|
| 72 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 73 |
+
# CONSTANTS & CONFIG
|
| 74 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 75 |
+
|
| 76 |
+
WHISPER_MODEL = "base" # tiny / base / small / medium / large-v3
|
| 77 |
+
WHISPER_DEVICE = "auto" # auto / cpu / cuda
|
| 78 |
+
WHISPER_THREADS = os.cpu_count() # use all cores
|
| 79 |
+
AUDIO_FORMAT = "mp3"
|
| 80 |
+
MAX_WORKERS = 4 # parallel jobs
|
| 81 |
+
CACHE_DIR = Path.home() / ".transcriber_cache"
|
| 82 |
+
CACHE_DIR.mkdir(exist_ok=True)
|
| 83 |
+
|
| 84 |
+
# Language preference order for YouTube captions
|
| 85 |
+
LANG_PREF = ["en", "en-US", "en-GB", "en-AU", "en-CA", "en-IN", "en-IE", "en-NZ", "en-PH", "en-ZA", "en-orig", "a.en"]
|
| 86 |
+
|
| 87 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 88 |
+
# URL DETECTION
|
| 89 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 90 |
+
|
| 91 |
+
def detect_source(url: str) -> str:
|
| 92 |
+
"""Returns: youtube | youtube_music | spotify | audio | unknown"""
|
| 93 |
+
parsed = urlparse(url)
|
| 94 |
+
host = parsed.netloc.lower().replace("www.", "")
|
| 95 |
+
|
| 96 |
+
if host in ("youtube.com", "youtu.be", "m.youtube.com"):
|
| 97 |
+
return "youtube"
|
| 98 |
+
if host in ("music.youtube.com",):
|
| 99 |
+
return "youtube_music"
|
| 100 |
+
if host in ("open.spotify.com", "spotify.com"):
|
| 101 |
+
return "spotify"
|
| 102 |
+
if any(url.lower().endswith(ext) for ext in [
|
| 103 |
+
".mp3", ".mp4", ".wav", ".ogg", ".flac", ".m4a", ".webm",
|
| 104 |
+
".aac", ".opus", ".mkv", ".avi", ".mov"
|
| 105 |
+
]):
|
| 106 |
+
return "audio"
|
| 107 |
+
# Try to detect by content-type via HEAD
|
| 108 |
+
try:
|
| 109 |
+
r = requests.head(url, timeout=5, allow_redirects=True)
|
| 110 |
+
ct = r.headers.get("content-type", "")
|
| 111 |
+
if "audio" in ct or "video" in ct:
|
| 112 |
+
return "audio"
|
| 113 |
+
except Exception:
|
| 114 |
+
pass
|
| 115 |
+
return "unknown"
|
| 116 |
+
|
| 117 |
+
|
| 118 |
+
def extract_youtube_id(url: str) -> str | None:
|
| 119 |
+
"""Extract video ID from any YouTube URL format."""
|
| 120 |
+
patterns = [
|
| 121 |
+
r"(?:v=|youtu\.be/|embed/|shorts/)([A-Za-z0-9_-]{11})",
|
| 122 |
+
]
|
| 123 |
+
for p in patterns:
|
| 124 |
+
m = re.search(p, url)
|
| 125 |
+
if m:
|
| 126 |
+
return m.group(1)
|
| 127 |
+
return None
|
| 128 |
+
|
| 129 |
+
|
| 130 |
+
def extract_spotify_type(url: str) -> tuple[str, str]:
|
| 131 |
+
"""Returns (type, id) e.g. ('track', 'abc123')"""
|
| 132 |
+
m = re.search(r"spotify\.com/(track|album|playlist|episode|show)/([A-Za-z0-9]+)", url)
|
| 133 |
+
if m:
|
| 134 |
+
return m.group(1), m.group(2)
|
| 135 |
+
return "unknown", ""
|
| 136 |
+
|
| 137 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 138 |
+
# CACHE
|
| 139 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 140 |
+
|
| 141 |
+
def cache_key(url: str) -> str:
|
| 142 |
+
return hashlib.md5(url.encode()).hexdigest()
|
| 143 |
+
|
| 144 |
+
def cache_get(url: str) -> str | None:
|
| 145 |
+
path = CACHE_DIR / f"{cache_key(url)}.txt"
|
| 146 |
+
if path.exists():
|
| 147 |
+
return path.read_text(encoding="utf-8")
|
| 148 |
+
return None
|
| 149 |
+
|
| 150 |
+
def cache_set(url: str, text: str):
|
| 151 |
+
path = CACHE_DIR / f"{cache_key(url)}.txt"
|
| 152 |
+
path.write_text(text, encoding="utf-8")
|
| 153 |
+
|
| 154 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 155 |
+
# WHISPER ENGINE (lazy-loaded, singleton)
|
| 156 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 157 |
+
|
| 158 |
+
_whisper_model = None
|
| 159 |
+
|
| 160 |
+
def get_whisper():
|
| 161 |
+
global _whisper_model
|
| 162 |
+
if _whisper_model is None:
|
| 163 |
+
from faster_whisper import WhisperModel
|
| 164 |
+
device = WHISPER_DEVICE
|
| 165 |
+
if device == "auto":
|
| 166 |
+
try:
|
| 167 |
+
import torch
|
| 168 |
+
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 169 |
+
except ImportError:
|
| 170 |
+
device = "cpu"
|
| 171 |
+
console.log(f"[cyan]Loading Whisper [{WHISPER_MODEL}] on {device}...[/cyan]")
|
| 172 |
+
compute = "float16" if device == "cuda" else "int8"
|
| 173 |
+
_whisper_model = WhisperModel(WHISPER_MODEL, device=device, compute_type=compute,
|
| 174 |
+
num_workers=WHISPER_THREADS, cpu_threads=WHISPER_THREADS)
|
| 175 |
+
return _whisper_model
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
def transcribe_audio_file(audio_path: str, lang: str = None) -> str:
|
| 179 |
+
"""Transcribe a local audio file with faster-whisper. Returns full transcript text."""
|
| 180 |
+
model = get_whisper()
|
| 181 |
+
opts = dict(beam_size=5, word_timestamps=False, vad_filter=True, vad_parameters=dict(min_silence_duration_ms=500))
|
| 182 |
+
if lang:
|
| 183 |
+
opts["language"] = lang
|
| 184 |
+
segments, info = model.transcribe(audio_path, **opts)
|
| 185 |
+
lines = []
|
| 186 |
+
for seg in segments:
|
| 187 |
+
ts = str(timedelta(seconds=int(seg.start))).zfill(8)
|
| 188 |
+
lines.append(f"[{ts}] {seg.text.strip()}")
|
| 189 |
+
return "\n".join(lines)
|
| 190 |
+
|
| 191 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 192 |
+
# YOUTUBE / YOUTUBE MUSIC β caption-first, whisper fallback
|
| 193 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 194 |
+
|
| 195 |
+
def fetch_youtube_captions(video_id: str) -> str | None:
|
| 196 |
+
"""Try to get native captions (instant, no download)."""
|
| 197 |
+
try:
|
| 198 |
+
transcript_list = YouTubeTranscriptApi.list_transcripts(video_id)
|
| 199 |
+
# prefer manual > auto-generated, english first
|
| 200 |
+
transcript = None
|
| 201 |
+
for lang in LANG_PREF:
|
| 202 |
+
try:
|
| 203 |
+
transcript = transcript_list.find_transcript([lang])
|
| 204 |
+
break
|
| 205 |
+
except Exception:
|
| 206 |
+
pass
|
| 207 |
+
if transcript is None:
|
| 208 |
+
# grab whatever is first
|
| 209 |
+
transcript = next(iter(transcript_list))
|
| 210 |
+
entries = transcript.fetch()
|
| 211 |
+
lines = []
|
| 212 |
+
for e in entries:
|
| 213 |
+
ts = str(timedelta(seconds=int(e["start"]))).zfill(8)
|
| 214 |
+
lines.append(f"[{ts}] {e['text'].strip()}")
|
| 215 |
+
return "\n".join(lines)
|
| 216 |
+
except (TranscriptsDisabled, NoTranscriptFound):
|
| 217 |
+
return None
|
| 218 |
+
except Exception as exc:
|
| 219 |
+
console.log(f"[yellow]Caption fetch warning: {exc}[/yellow]")
|
| 220 |
+
return None
|
| 221 |
+
|
| 222 |
+
|
| 223 |
+
def download_audio_yt(url: str, out_dir: str) -> str:
|
| 224 |
+
"""Download audio from YouTube/YouTube Music using yt-dlp. Returns file path."""
|
| 225 |
+
ydl_opts = {
|
| 226 |
+
"format": "bestaudio/best",
|
| 227 |
+
"outtmpl": os.path.join(out_dir, "%(id)s.%(ext)s"),
|
| 228 |
+
"postprocessors": [{
|
| 229 |
+
"key": "FFmpegExtractAudio",
|
| 230 |
+
"preferredcodec": AUDIO_FORMAT,
|
| 231 |
+
"preferredquality": "128",
|
| 232 |
+
}],
|
| 233 |
+
"quiet": True,
|
| 234 |
+
"no_warnings": True,
|
| 235 |
+
"concurrent_fragment_downloads": 8,
|
| 236 |
+
}
|
| 237 |
+
with yt_dlp.YoutubeDL(ydl_opts) as ydl:
|
| 238 |
+
info = ydl.extract_info(url, download=True)
|
| 239 |
+
video_id = info.get("id", "audio")
|
| 240 |
+
return os.path.join(out_dir, f"{video_id}.{AUDIO_FORMAT}")
|
| 241 |
+
|
| 242 |
+
|
| 243 |
+
def get_video_metadata(url: str) -> dict:
|
| 244 |
+
"""Get title, uploader, duration without downloading."""
|
| 245 |
+
ydl_opts = {"quiet": True, "no_warnings": True, "skip_download": True}
|
| 246 |
+
try:
|
| 247 |
+
with yt_dlp.YoutubeDL(ydl_opts) as ydl:
|
| 248 |
+
info = ydl.extract_info(url, download=False)
|
| 249 |
+
return {
|
| 250 |
+
"title": info.get("title", "Unknown"),
|
| 251 |
+
"uploader": info.get("uploader", "Unknown"),
|
| 252 |
+
"duration": info.get("duration", 0),
|
| 253 |
+
"description": info.get("description", ""),
|
| 254 |
+
"upload_date": info.get("upload_date", ""),
|
| 255 |
+
}
|
| 256 |
+
except Exception:
|
| 257 |
+
return {"title": "Unknown", "uploader": "Unknown", "duration": 0}
|
| 258 |
+
|
| 259 |
+
|
| 260 |
+
def transcribe_youtube(url: str, force_whisper: bool = False) -> dict:
|
| 261 |
+
"""Full pipeline for YouTube / YouTube Music."""
|
| 262 |
+
video_id = extract_youtube_id(url) or "unknown"
|
| 263 |
+
meta = get_video_metadata(url)
|
| 264 |
+
|
| 265 |
+
transcript_text = None
|
| 266 |
+
method = "unknown"
|
| 267 |
+
|
| 268 |
+
if not force_whisper:
|
| 269 |
+
console.log(f"[cyan]Trying native captions for[/cyan] [bold]{meta['title']}[/bold]")
|
| 270 |
+
transcript_text = fetch_youtube_captions(video_id)
|
| 271 |
+
if transcript_text:
|
| 272 |
+
method = "native_captions"
|
| 273 |
+
console.log("[green]β Got captions instantly (no download needed)[/green]")
|
| 274 |
+
|
| 275 |
+
if transcript_text is None:
|
| 276 |
+
console.log("[yellow]No captions β downloading audio for Whisper...[/yellow]")
|
| 277 |
+
with tempfile.TemporaryDirectory() as tmpdir:
|
| 278 |
+
audio_path = download_audio_yt(url, tmpdir)
|
| 279 |
+
console.log(f"[cyan]Transcribing with Whisper [{WHISPER_MODEL}]...[/cyan]")
|
| 280 |
+
transcript_text = transcribe_audio_file(audio_path)
|
| 281 |
+
method = f"whisper_{WHISPER_MODEL}"
|
| 282 |
+
|
| 283 |
+
return {
|
| 284 |
+
"url": url,
|
| 285 |
+
"source": "youtube",
|
| 286 |
+
"method": method,
|
| 287 |
+
"meta": meta,
|
| 288 |
+
"transcript": transcript_text,
|
| 289 |
+
}
|
| 290 |
+
|
| 291 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 292 |
+
# SPOTIFY
|
| 293 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 294 |
+
|
| 295 |
+
def transcribe_spotify(url: str) -> dict:
|
| 296 |
+
"""Download Spotify track/episode then transcribe."""
|
| 297 |
+
sp_type, sp_id = extract_spotify_type(url)
|
| 298 |
+
|
| 299 |
+
# Podcasts/episodes: yt-dlp can handle them sometimes
|
| 300 |
+
if sp_type == "episode":
|
| 301 |
+
console.log("[cyan]Spotify episode β trying yt-dlp...[/cyan]")
|
| 302 |
+
try:
|
| 303 |
+
with tempfile.TemporaryDirectory() as tmpdir:
|
| 304 |
+
audio_path = download_audio_yt(url, tmpdir)
|
| 305 |
+
meta = get_video_metadata(url)
|
| 306 |
+
transcript_text = transcribe_audio_file(audio_path)
|
| 307 |
+
return {
|
| 308 |
+
"url": url,
|
| 309 |
+
"source": "spotify_episode",
|
| 310 |
+
"method": f"whisper_{WHISPER_MODEL}",
|
| 311 |
+
"meta": meta,
|
| 312 |
+
"transcript": transcript_text,
|
| 313 |
+
}
|
| 314 |
+
except Exception as e:
|
| 315 |
+
console.log(f"[yellow]yt-dlp failed for Spotify episode: {e}[/yellow]")
|
| 316 |
+
|
| 317 |
+
# Music tracks / albums / playlists β spotdl
|
| 318 |
+
console.log("[cyan]Spotify music β downloading via spotdl...[/cyan]")
|
| 319 |
+
with tempfile.TemporaryDirectory() as tmpdir:
|
| 320 |
+
result = subprocess.run(
|
| 321 |
+
[sys.executable, "-m", "spotdl", url, "--output", tmpdir,
|
| 322 |
+
"--format", "mp3", "--bitrate", "128k", "--print-errors"],
|
| 323 |
+
capture_output=True, text=True
|
| 324 |
+
)
|
| 325 |
+
# find downloaded files
|
| 326 |
+
audio_files = list(Path(tmpdir).glob("*.mp3")) + list(Path(tmpdir).glob("*.m4a"))
|
| 327 |
+
if not audio_files:
|
| 328 |
+
raise RuntimeError(f"spotdl produced no files.\n{result.stderr}")
|
| 329 |
+
|
| 330 |
+
transcripts = []
|
| 331 |
+
for af in sorted(audio_files):
|
| 332 |
+
console.log(f"[cyan]Transcribing:[/cyan] {af.name}")
|
| 333 |
+
t = transcribe_audio_file(str(af))
|
| 334 |
+
transcripts.append(f"=== {af.stem} ===\n{t}")
|
| 335 |
+
|
| 336 |
+
return {
|
| 337 |
+
"url": url,
|
| 338 |
+
"source": f"spotify_{sp_type}",
|
| 339 |
+
"method": f"spotdl+whisper_{WHISPER_MODEL}",
|
| 340 |
+
"meta": {"title": f"Spotify {sp_type.title()}", "uploader": "Spotify"},
|
| 341 |
+
"transcript": "\n\n".join(transcripts),
|
| 342 |
+
}
|
| 343 |
+
|
| 344 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 345 |
+
# DIRECT AUDIO / VIDEO URL
|
| 346 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 347 |
+
|
| 348 |
+
def transcribe_direct_audio(url: str) -> dict:
|
| 349 |
+
"""Download a direct audio/video file and transcribe."""
|
| 350 |
+
console.log(f"[cyan]Downloading direct audio:[/cyan] {url}")
|
| 351 |
+
with tempfile.TemporaryDirectory() as tmpdir:
|
| 352 |
+
ydl_opts = {
|
| 353 |
+
"outtmpl": os.path.join(tmpdir, "audio.%(ext)s"),
|
| 354 |
+
"quiet": True,
|
| 355 |
+
"no_warnings": True,
|
| 356 |
+
"concurrent_fragment_downloads": 8,
|
| 357 |
+
}
|
| 358 |
+
with yt_dlp.YoutubeDL(ydl_opts) as ydl:
|
| 359 |
+
info = ydl.extract_info(url, download=True)
|
| 360 |
+
title = info.get("title", Path(url).stem) if info else Path(url).stem
|
| 361 |
+
|
| 362 |
+
audio_files = list(Path(tmpdir).iterdir())
|
| 363 |
+
if not audio_files:
|
| 364 |
+
raise RuntimeError("No file downloaded")
|
| 365 |
+
audio_path = str(audio_files[0])
|
| 366 |
+
console.log(f"[cyan]Transcribing:[/cyan] {Path(audio_path).name}")
|
| 367 |
+
transcript_text = transcribe_audio_file(audio_path)
|
| 368 |
+
|
| 369 |
+
return {
|
| 370 |
+
"url": url,
|
| 371 |
+
"source": "audio",
|
| 372 |
+
"method": f"whisper_{WHISPER_MODEL}",
|
| 373 |
+
"meta": {"title": title, "uploader": "Direct"},
|
| 374 |
+
"transcript": transcript_text,
|
| 375 |
+
}
|
| 376 |
+
|
| 377 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 378 |
+
# PLAYLIST / BATCH EXPANSION
|
| 379 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 380 |
+
|
| 381 |
+
def expand_playlist(url: str) -> list[str]:
|
| 382 |
+
"""Return list of individual video URLs from a playlist/album/channel."""
|
| 383 |
+
ydl_opts = {
|
| 384 |
+
"quiet": True,
|
| 385 |
+
"no_warnings": True,
|
| 386 |
+
"extract_flat": True,
|
| 387 |
+
"skip_download": True,
|
| 388 |
+
}
|
| 389 |
+
try:
|
| 390 |
+
with yt_dlp.YoutubeDL(ydl_opts) as ydl:
|
| 391 |
+
info = ydl.extract_info(url, download=False)
|
| 392 |
+
if "entries" in info:
|
| 393 |
+
urls = []
|
| 394 |
+
for e in info["entries"]:
|
| 395 |
+
if e and e.get("url"):
|
| 396 |
+
urls.append(e["url"])
|
| 397 |
+
elif e and e.get("id"):
|
| 398 |
+
urls.append(f"https://www.youtube.com/watch?v={e['id']}")
|
| 399 |
+
return urls
|
| 400 |
+
except Exception as exc:
|
| 401 |
+
console.log(f"[yellow]Playlist expansion warning: {exc}[/yellow]")
|
| 402 |
+
return [url]
|
| 403 |
+
|
| 404 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 405 |
+
# MAIN ROUTER
|
| 406 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 407 |
+
|
| 408 |
+
def transcribe_url(url: str, force_whisper: bool = False, use_cache: bool = True) -> dict:
|
| 409 |
+
"""Route URL to the correct transcription pipeline."""
|
| 410 |
+
url = url.strip()
|
| 411 |
+
|
| 412 |
+
if use_cache:
|
| 413 |
+
cached = cache_get(url)
|
| 414 |
+
if cached:
|
| 415 |
+
console.log(f"[green]β Cache hit:[/green] {url[:60]}")
|
| 416 |
+
return {"url": url, "source": "cache", "method": "cache",
|
| 417 |
+
"meta": {"title": "Cached"}, "transcript": cached}
|
| 418 |
+
|
| 419 |
+
source = detect_source(url)
|
| 420 |
+
console.log(f"[bold blue]Source detected:[/bold blue] {source} β {url[:70]}")
|
| 421 |
+
|
| 422 |
+
if source in ("youtube", "youtube_music"):
|
| 423 |
+
result = transcribe_youtube(url, force_whisper=force_whisper)
|
| 424 |
+
elif source == "spotify":
|
| 425 |
+
result = transcribe_spotify(url)
|
| 426 |
+
elif source == "audio":
|
| 427 |
+
result = transcribe_direct_audio(url)
|
| 428 |
+
else:
|
| 429 |
+
# Try yt-dlp as generic fallback (handles 1000+ sites)
|
| 430 |
+
console.log("[yellow]Unknown source β trying yt-dlp generic handler...[/yellow]")
|
| 431 |
+
result = transcribe_direct_audio(url)
|
| 432 |
+
|
| 433 |
+
if use_cache:
|
| 434 |
+
cache_set(url, result["transcript"])
|
| 435 |
+
|
| 436 |
+
return result
|
| 437 |
+
|
| 438 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 439 |
+
# OUTPUT FORMATTING
|
| 440 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 441 |
+
|
| 442 |
+
def format_transcript(result: dict, include_header: bool = True) -> str:
|
| 443 |
+
meta = result.get("meta", {})
|
| 444 |
+
title = meta.get("title", "Unknown")
|
| 445 |
+
uploader = meta.get("uploader", "Unknown")
|
| 446 |
+
duration = meta.get("duration", 0)
|
| 447 |
+
dur_str = str(timedelta(seconds=int(duration))) if duration else "N/A"
|
| 448 |
+
method = result.get("method", "unknown")
|
| 449 |
+
url = result.get("url", "")
|
| 450 |
+
|
| 451 |
+
header = ""
|
| 452 |
+
if include_header:
|
| 453 |
+
header = (
|
| 454 |
+
f"{'='*70}\n"
|
| 455 |
+
f"TITLE : {title}\n"
|
| 456 |
+
f"UPLOADER : {uploader}\n"
|
| 457 |
+
f"DURATION : {dur_str}\n"
|
| 458 |
+
f"SOURCE : {result.get('source','')}\n"
|
| 459 |
+
f"METHOD : {method}\n"
|
| 460 |
+
f"URL : {url}\n"
|
| 461 |
+
f"{'='*70}\n\n"
|
| 462 |
+
)
|
| 463 |
+
|
| 464 |
+
return header + result["transcript"] + "\n"
|
| 465 |
+
|
| 466 |
+
|
| 467 |
+
def safe_filename(title: str) -> str:
|
| 468 |
+
title = re.sub(r'[<>:"/\\|?*]', "_", title)
|
| 469 |
+
title = title.strip(". ")[:80]
|
| 470 |
+
return title or "transcript"
|
| 471 |
+
|
| 472 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 473 |
+
# BATCH PROCESSING
|
| 474 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 475 |
+
|
| 476 |
+
def process_batch(urls: list[str], output_dir: Path, force_whisper: bool,
|
| 477 |
+
use_cache: bool, merge: bool, workers: int):
|
| 478 |
+
output_dir.mkdir(parents=True, exist_ok=True)
|
| 479 |
+
results = []
|
| 480 |
+
errors = []
|
| 481 |
+
|
| 482 |
+
console.rule("[bold green]Universal Media Transcriber[/bold green]")
|
| 483 |
+
console.print(f"[dim]URLs: {len(urls)} | Workers: {workers} | Model: {WHISPER_MODEL}[/dim]\n")
|
| 484 |
+
|
| 485 |
+
def job(url):
|
| 486 |
+
t0 = time.time()
|
| 487 |
+
try:
|
| 488 |
+
r = transcribe_url(url, force_whisper=force_whisper, use_cache=use_cache)
|
| 489 |
+
r["elapsed"] = round(time.time() - t0, 1)
|
| 490 |
+
return r
|
| 491 |
+
except Exception as exc:
|
| 492 |
+
return {"url": url, "error": str(exc), "elapsed": round(time.time() - t0, 1)}
|
| 493 |
+
|
| 494 |
+
with Progress(
|
| 495 |
+
SpinnerColumn(),
|
| 496 |
+
TextColumn("[progress.description]{task.description}"),
|
| 497 |
+
BarColumn(),
|
| 498 |
+
TextColumn("[progress.percentage]{task.percentage:>3.0f}%"),
|
| 499 |
+
TimeElapsedColumn(),
|
| 500 |
+
console=console,
|
| 501 |
+
) as progress:
|
| 502 |
+
task = progress.add_task("Transcribing...", total=len(urls))
|
| 503 |
+
with ThreadPoolExecutor(max_workers=workers) as pool:
|
| 504 |
+
futures = {pool.submit(job, u): u for u in urls}
|
| 505 |
+
for fut in as_completed(futures):
|
| 506 |
+
result = fut.result()
|
| 507 |
+
if "error" in result:
|
| 508 |
+
errors.append(result)
|
| 509 |
+
console.log(f"[red]β Error:[/red] {result['url'][:60]} β {result['error']}")
|
| 510 |
+
else:
|
| 511 |
+
results.append(result)
|
| 512 |
+
console.log(f"[green]β[/green] {result['meta'].get('title','?')[:50]} [{result['elapsed']}s]")
|
| 513 |
+
progress.advance(task)
|
| 514 |
+
|
| 515 |
+
# ββ Write files βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 516 |
+
if merge and results:
|
| 517 |
+
merged_path = output_dir / "merged_transcript.txt"
|
| 518 |
+
with open(merged_path, "w", encoding="utf-8") as f:
|
| 519 |
+
for r in results:
|
| 520 |
+
f.write(format_transcript(r))
|
| 521 |
+
f.write("\n" + "β" * 70 + "\n\n")
|
| 522 |
+
console.print(f"\n[bold green]β Merged transcript:[/bold green] {merged_path}")
|
| 523 |
+
else:
|
| 524 |
+
for r in results:
|
| 525 |
+
title = r["meta"].get("title", "transcript")
|
| 526 |
+
fname = safe_filename(title) + ".txt"
|
| 527 |
+
out_path = output_dir / fname
|
| 528 |
+
# avoid collisions
|
| 529 |
+
if out_path.exists():
|
| 530 |
+
stem = out_path.stem
|
| 531 |
+
out_path = output_dir / f"{stem}_{cache_key(r['url'])[:6]}.txt"
|
| 532 |
+
out_path.write_text(format_transcript(r), encoding="utf-8")
|
| 533 |
+
console.print(f"[green]β Saved:[/green] {out_path}")
|
| 534 |
+
|
| 535 |
+
# ββ Summary table ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 536 |
+
table = Table(title="\n Summary", show_lines=True)
|
| 537 |
+
table.add_column("Title", style="cyan", max_width=40)
|
| 538 |
+
table.add_column("Method", style="magenta")
|
| 539 |
+
table.add_column("Time", justify="right")
|
| 540 |
+
table.add_column("Status", justify="center")
|
| 541 |
+
|
| 542 |
+
for r in results:
|
| 543 |
+
table.add_row(
|
| 544 |
+
r["meta"].get("title", "?")[:38],
|
| 545 |
+
r.get("method", "?"),
|
| 546 |
+
f"{r['elapsed']}s",
|
| 547 |
+
"[green]β[/green]",
|
| 548 |
+
)
|
| 549 |
+
for r in errors:
|
| 550 |
+
table.add_row(r["url"][:38], "β", f"{r['elapsed']}s", "[red]β[/red]")
|
| 551 |
+
|
| 552 |
+
console.print(table)
|
| 553 |
+
console.print(f"\n[bold]Done:[/bold] {len(results)} ok, {len(errors)} failed β [dim]{output_dir}[/dim]")
|
| 554 |
+
|
| 555 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 556 |
+
# CLI
|
| 557 |
+
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 558 |
+
|
| 559 |
+
def main():
|
| 560 |
+
global WHISPER_MODEL
|
| 561 |
+
parser = argparse.ArgumentParser(
|
| 562 |
+
description=" Universal Media Transcriber β YouTube, Spotify, Audio & more",
|
| 563 |
+
formatter_class=argparse.RawDescriptionHelpFormatter,
|
| 564 |
+
epilog="""
|
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+
Examples:
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python transcriber.py https://youtu.be/dQw4w9WgXcQ
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python transcriber.py URL1 URL2 URL3 --merge
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python transcriber.py --file urls.txt --output ./transcripts
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python transcriber.py https://open.spotify.com/track/... --whisper
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python transcriber.py https://youtu.be/... --model large-v3
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python transcriber.py --playlist https://youtube.com/playlist?list=...
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"""
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)
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parser.add_argument("urls", nargs="*", help="One or more media URLs")
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parser.add_argument("--file", "-f", help="Text file with one URL per line")
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parser.add_argument("--output", "-o", default="./transcripts", help="Output directory (default: ./transcripts)")
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parser.add_argument("--merge", "-m", action="store_true", help="Merge all transcripts into one file")
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+
parser.add_argument("--whisper", "-w", action="store_true", help="Force Whisper (skip caption check)")
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parser.add_argument("--model", default=WHISPER_MODEL,
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choices=["tiny", "base", "small", "medium", "large-v2", "large-v3"],
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help="Whisper model size (default: base)")
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+
parser.add_argument("--workers", type=int, default=MAX_WORKERS, help="Parallel workers (default: 4)")
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parser.add_argument("--no-cache", action="store_true", help="Disable transcript cache")
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parser.add_argument("--playlist", action="store_true", help="Treat URL as playlist β expand all videos")
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parser.add_argument("--clear-cache", action="store_true", help="Clear the transcript cache and exit")
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+
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args = parser.parse_args()
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+
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if args.clear_cache:
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shutil.rmtree(CACHE_DIR, ignore_errors=True)
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CACHE_DIR.mkdir(exist_ok=True)
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console.print("[green]Cache cleared.[/green]")
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+
return
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+
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# Collect URLs
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+
all_urls = list(args.urls)
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if args.file:
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path = Path(args.file)
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+
if not path.exists():
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console.print(f"[red]File not found: {path}[/red]")
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+
sys.exit(1)
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+
lines = path.read_text().splitlines()
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+
all_urls += [l.strip() for l in lines if l.strip() and not l.startswith("#")]
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+
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+
if not all_urls:
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+
parser.print_help()
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| 607 |
+
sys.exit(0)
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| 608 |
+
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# Expand playlists
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if args.playlist or len(all_urls) == 1:
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expanded = []
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for u in all_urls:
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+
exp = expand_playlist(u)
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+
if len(exp) > 1:
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+
console.log(f"[cyan]Playlist expanded:[/cyan] {len(exp)} items")
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+
expanded.extend(exp)
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+
all_urls = expanded
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+
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+
# Deduplicate preserving order
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+
seen = set()
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+
deduped = []
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+
for u in all_urls:
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+
if u not in seen:
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+
seen.add(u)
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+
deduped.append(u)
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+
all_urls = deduped
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+
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+
process_batch(
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+
urls=all_urls,
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| 630 |
+
output_dir=Path(args.output),
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+
force_whisper=args.whisper,
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| 632 |
+
use_cache=not args.no_cache,
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| 633 |
+
merge=args.merge,
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| 634 |
+
wocd rkers=args.workers,
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+
)
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| 636 |
+
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| 637 |
+
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+
if __name__ == "__main__":
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+
main()
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