Datasets:
Tasks:
Audio Classification
Formats:
parquet
Size:
1K - 10K
ArXiv:
Tags:
arxiv:2606.01686
music
ai-generated-music
ai-generated-music-detection
plagiarism-detection
ace-step
License:
File size: 14,812 Bytes
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import argparse
import re
from pathlib import Path
from typing import Any, Dict, List, Optional
from utils import *
def sanitize_filename(name: str) -> str:
cleaned = re.sub(r"[^\w\-. ]+", "_", (name or "untitled").strip())
cleaned = re.sub(r"\s+", "_", cleaned)
return cleaned[:140] if cleaned else "untitled"
def normalize_tags(raw_tags: Any) -> List[str]:
if isinstance(raw_tags, list):
return [str(t).strip() for t in raw_tags if str(t).strip()]
if isinstance(raw_tags, str):
return [t.strip() for t in raw_tags.split(",") if t.strip()]
return []
def dget(obj: Any, key: str) -> Any:
if isinstance(obj, dict):
return obj.get(key)
return None
def walk_for_song_lists(payload: Any) -> List[Dict[str, Any]]:
if isinstance(payload, list):
return [
x
for x in payload
if isinstance(x, dict)
and (x.get("id") or x.get("audio_url") or x.get("song_path"))
]
if not isinstance(payload, dict):
return []
for key in ("songs", "items", "results", "data"):
value = payload.get(key)
if isinstance(value, list):
return [x for x in value if isinstance(x, dict)]
if isinstance(value, dict):
nested = walk_for_song_lists(value)
if nested:
return nested
for value in payload.values():
if isinstance(value, (dict, list)):
nested = walk_for_song_lists(value)
if nested:
return nested
return []
def detect_version(song: Dict[str, Any], fallback: str) -> str:
if not isinstance(song, dict):
return fallback
raw_metadata = dget(song, "metadata")
metadata: Dict[str, Any] = {}
if isinstance(raw_metadata, dict):
metadata = raw_metadata
candidates = [
dget(song, "model_version"),
dget(song, "version"),
dget(song, "modelVersion"),
dget(metadata, "model_version"),
dget(metadata, "version"),
dget(metadata, "modelVersion"),
]
for c in candidates:
if c:
return str(c)
return fallback
def resolve_download_url(song: Dict[str, Any]) -> Optional[str]:
audio_url = song.get("audio_url")
if isinstance(audio_url, str) and audio_url.strip():
return audio_url.strip()
song_path = song.get("song_path")
if isinstance(song_path, str) and song_path.strip():
path = song_path.strip()
if path.startswith("http"):
return path
return f"https://www.udio.com{path if path.startswith('/') else '/' + path}"
return None
VERSION_DATE_RANGES = {
"v1": ("2024-01-01", "2024-06-15"),
"v1.5": ("2024-06-15", "2025-01-01"),
"v2": ("2025-01-01", "2030-01-01"),
}
VERSION_SORT_MAP = {"v1": "likes", "v1.5": "plays", "v2": "newest"}
ALL_SORT_MODES = ["likes", "plays", "newest"]
MAX_PAGE_PER_SORT = 120
VERSION_SEARCH_TERMS = {
"v1": [
"",
"rock",
"pop",
"hip hop",
"jazz",
"country",
"R&B",
"electronic",
"folk",
"blues",
"indie",
"metal",
"soul",
"funk",
"reggae",
"classical",
"ambient",
"lo-fi",
"dance",
"trap",
"acoustic",
"cinematic",
"latin",
"punk",
"alternative",
"gospel",
"disco",
"house",
"techno",
"synthwave",
"grunge",
"shoegaze",
"new wave",
"psychedelic",
"bossa nova",
"swing",
"ballad",
"chillhop",
"dubstep",
"drill",
"emo",
"hardcore",
"ska",
"surf rock",
"math rock",
"post punk",
"vaporwave",
],
"v1.5": [
"",
"ambient",
"lo-fi",
"dance",
"trap",
"acoustic",
"cinematic",
"latin",
"punk",
"alternative",
"gospel",
"disco",
"house",
"techno",
"rock",
"pop",
"hip hop",
"jazz",
"country",
"R&B",
"electronic",
"folk",
"blues",
"indie",
"metal",
"soul",
"funk",
"reggae",
"classical",
"synthwave",
"K-pop",
"afrobeat",
"phonk",
"orchestral",
"reggaeton",
"drill",
"grunge",
"shoegaze",
"new wave",
"psychedelic",
"dubstep",
"emo",
],
"v2": [
"",
"pop",
"rock",
"hip hop",
"electronic",
"R&B",
"jazz",
"country",
"ambient",
"lo-fi",
"dance",
"trap",
"acoustic",
"cinematic",
"latin",
"indie",
"metal",
"soul",
"funk",
"reggae",
"house",
"techno",
"drum and bass",
"synthwave",
"K-pop",
"afrobeat",
"phonk",
"orchestral",
"reggaeton",
"drill",
],
}
def fetch_page(
session: requests.Session,
page_param: int,
page_size: int,
limiter: RateLimiter,
version: str = "v1.5",
search_term: str = "",
sort_mode: Optional[str] = None,
) -> List[Dict[str, Any]]:
import json as _json
import subprocess as _sp
url = "https://www.udio.com/api/songs/search"
sort_field = sort_mode or VERSION_SORT_MAP.get(version, "plays")
payload = {
"searchQuery": {"sort": sort_field, "searchTerm": search_term},
"pageParam": page_param,
"pageSize": page_size,
}
limiter.wait()
result = _sp.run(
[
"curl",
"-s",
"-X",
"POST",
url,
"-H",
"Content-Type: application/json",
"-H",
"User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"-H",
"Origin: https://www.udio.com",
"-H",
"Referer: https://www.udio.com/",
"-H",
"Accept: application/json, text/plain, */*",
"-H",
"Accept-Language: en-US,en;q=0.9",
"-d",
_json.dumps(payload),
"--max-time",
"30",
],
capture_output=True,
text=True,
timeout=35,
)
if result.returncode != 0:
raise RuntimeError(
f"curl failed with exit code {result.returncode}: {result.stderr.strip()}"
)
body = result.stdout.strip()
if not body:
raise ValueError("Empty response from Udio API")
data = _json.loads(body)
raw_songs = walk_for_song_lists(data)
date_lo, date_hi = VERSION_DATE_RANGES.get(version, ("2024-01-01", "2030-01-01"))
filtered = []
for s in raw_songs:
created = str(s.get("created_at") or "")[:10]
if created and date_lo <= created < date_hi:
filtered.append(s)
return filtered if filtered else raw_songs
def resolve_output_dir(version: str, output_dir: Optional[str]) -> Path:
if output_dir:
return Path(output_dir)
return FAKE_DIR / "A_commercial" / f"udio_{version}"
def main() -> None:
parser = argparse.ArgumentParser()
parser.add_argument("--target", type=int, default=2000)
parser.add_argument(
"--version", type=str, default="v1.5", choices=["v1", "v1.5", "v2"]
)
parser.add_argument("--output-dir", type=str, default=None)
args = parser.parse_args()
output_dir = resolve_output_dir(args.version, args.output_dir)
output_dir.mkdir(parents=True, exist_ok=True)
metadata_manager = MetadataManager(output_dir)
existing = metadata_manager.get_count()
if existing >= args.target:
logger.info(f"Target already reached in {output_dir}: {existing}/{args.target}")
metadata_manager.update_summary()
return
def make_session() -> requests.Session:
s = requests.Session()
s.headers.update(
{
"User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"Accept": "application/json, text/plain, */*",
"Content-Type": "application/json",
"Origin": "https://www.udio.com",
"Referer": "https://www.udio.com/",
"Accept-Language": "en-US,en;q=0.9",
"Connection": "close",
}
)
return s
session = make_session()
api_limiter = RateLimiter(requests_per_second=0.5)
download_limiter = RateLimiter(requests_per_second=1.5)
progress = tqdm(
total=args.target, initial=existing, desc=f"udio_{args.version}", unit="track"
)
import time as _time
page_size = 50
downloaded_since_summary = 0
search_terms = VERSION_SEARCH_TERMS.get(args.version, [""])
def download_song(song: Dict[str, Any]) -> bool:
nonlocal downloaded_since_summary
if not isinstance(song, dict):
return False
song_id = str(song.get("id") or "").strip()
if not song_id:
return False
title = str(song.get("title") or "untitled").strip()
raw_metadata = dget(song, "metadata")
song_metadata: Dict[str, Any] = {}
if isinstance(raw_metadata, dict):
song_metadata = raw_metadata
prompt = dget(song_metadata, "prompt") or dget(song, "prompt")
tags = normalize_tags(dget(song_metadata, "tags") or dget(song, "tags"))
genre = dget(song_metadata, "genre") or dget(song, "genre")
if not genre and tags:
genre = ", ".join(tags)
filename = f"{song_id}_{sanitize_filename(title)}.mp3"
file_path = output_dir / filename
if (
metadata_manager.has_track(song_id)
and file_path.exists()
and file_path.stat().st_size > 0
):
return False
download_url = resolve_download_url(song)
if not download_url:
return False
download_limiter.wait()
try:
ok = download_file(download_url, file_path, headers=dict(session.headers))
if not ok:
return False
except Exception as e:
logger.warning(f"Download failed for Udio track {song_id}: {e}")
return False
audio_info = get_audio_info(file_path)
version = detect_version(song, args.version)
lyrics_raw = dget(song, "lyrics")
lyrics = str(lyrics_raw).strip() if lyrics_raw else None
meta = TrackMetadata(
track_id=song_id,
filename=filename,
category="A_commercial",
subcategory=f"udio_{version}",
source_platform="udio",
source_type="commercial",
model_name="Udio",
model_version=version,
title=title,
prompt=str(prompt) if prompt else None,
genre=str(genre) if genre else None,
tags=tags,
lyrics=lyrics,
source_url=f"https://www.udio.com/songs/{song_id}",
download_url=download_url,
collection_method="crawl",
duration_sec=audio_info.get("duration_sec"),
sample_rate=audio_info.get("sample_rate"),
channels=audio_info.get("channels"),
bitrate_kbps=audio_info.get("bitrate_kbps"),
file_size_bytes=audio_info.get("file_size_bytes")
or file_path.stat().st_size,
audio_format="mp3",
md5_hash=compute_md5(file_path),
)
if not metadata_manager.has_track(song_id):
metadata_manager.add_track(meta)
progress.update(1)
downloaded_since_summary += 1
if downloaded_since_summary >= 25:
metadata_manager.update_summary()
downloaded_since_summary = 0
return True
try:
for term_idx, current_term in enumerate(search_terms):
if metadata_manager.get_count() >= args.target:
break
if not ensure_disk_space():
logger.warning("Stopping due to insufficient disk space")
break
for sort_mode in ALL_SORT_MODES:
if metadata_manager.get_count() >= args.target:
break
consecutive_empty = 0
page_param = 0
for page_param in range(MAX_PAGE_PER_SORT):
if metadata_manager.get_count() >= args.target:
break
retries = 0
songs: List[Dict[str, Any]] = []
while retries < 3:
try:
songs = fetch_page(
session,
page_param,
page_size,
api_limiter,
version=args.version,
search_term=current_term,
sort_mode=sort_mode,
)
break
except Exception as e:
retries += 1
if retries < 3:
_time.sleep(3.0 * retries)
else:
logger.debug(
f"page={page_param} sort={sort_mode} "
f"term={current_term!r}: {e}"
)
if not songs:
consecutive_empty += 1
if consecutive_empty >= 5:
break
continue
consecutive_empty = 0
for song in songs:
if metadata_manager.get_count() >= args.target:
break
download_song(song)
logger.info(
f"[{args.version}] term={current_term!r} sort={sort_mode} "
f"done at page={page_param} | "
f"total={metadata_manager.get_count()}/{args.target}"
)
finally:
metadata_manager.update_summary()
progress.close()
logger.info(
f"Finished Udio crawl: {metadata_manager.get_count()}/{args.target} in {output_dir}"
)
if __name__ == "__main__":
main()
|