{
  "schema": "tesign-radar/item/1",
  "generated_at": "2026-09-17T01:56:13.055Z",
  "lang": "en",
  "slug": "yue",
  "url": "https://tesign.com/en/item/yue/",
  "alternates": {
    "ko": {
      "html": "https://tesign.com/item/yue/",
      "json": "https://tesign.com/item/yue/index.json",
      "markdown": "https://tesign.com/item/yue/index.md"
    },
    "en": {
      "html": "https://tesign.com/en/item/yue/",
      "json": "https://tesign.com/en/item/yue/index.json",
      "markdown": "https://tesign.com/en/item/yue/index.md"
    }
  },
  "name": "YuE2",
  "use_label": "Songs from lyrics and a style prompt",
  "one_liner": "Generates music, makes zero-shot covers and edits parts of a track.",
  "text": {
    "why": "Music generators are hard to correct once a track exists; changing one part usually means generating the whole thing again. YuE2 plans the structure symbolically before generating and keeps zero-shot covers and agentic editing inside the same flow. It is written in Python, published under Apache-2.0, and has a demo page. You run the model yourself, so the environment is yours to prepare.",
    "take": "Planning a song as an editable score, then regenerating from the edit, sets it apart from one-shot generators.",
    "build": [
      "A production line that makes your own background music for video",
      "An experiment that re-sings an existing track in another voice"
    ],
    "who": [
      {
        "role": "Video maker",
        "situation": "wants original background music (non-commercial only)"
      },
      {
        "role": "Music researcher",
        "situation": "works with symbolic planning and audio generation"
      },
      {
        "role": "ML engineer",
        "situation": "runs a music model on a GPU server"
      }
    ],
    "start": [
      {
        "command": true,
        "text": "git clone https://github.com/multimodal-art-projection/YuE.git"
      },
      {
        "command": true,
        "text": "cd YuE"
      },
      {
        "command": true,
        "text": "python3.12 -m venv .venv"
      },
      {
        "command": true,
        "text": "source .venv/bin/activate"
      },
      {
        "command": true,
        "text": "python -m pip install ."
      },
      {
        "command": true,
        "text": "python examples/generate.py --output outputs/first-song"
      }
    ],
    "caveat": [
      "Needs Linux, Python 3.12 and an NVIDIA GPU with 24 GB of VRAM",
      "Code is Apache-2.0, but the model weights are CC BY-NC 4.0 (non-commercial)",
      "Model files download from Hugging Face on first use"
    ]
  },
  "cta": {
    "type": "run",
    "label": "RUN",
    "url": "https://map-yue2.github.io/"
  },
  "ready": "install",
  "categories": [
    "ai",
    "media"
  ],
  "categories_confirmed": true,
  "tags": [
    "music",
    "audio",
    "models"
  ],
  "platform": [
    "linux"
  ],
  "license": {
    "spdx": "Apache-2.0",
    "scope": "permissive",
    "scope_text": "Commercial use, redistribution OK. Keep notices; mark changes.",
    "url": "https://spdx.org/licenses/Apache-2.0.html",
    "note": null,
    "open_source": true
  },
  "language": "Python",
  "source_urls": {
    "canonical": "https://map-yue2.github.io/",
    "github": "https://github.com/multimodal-art-projection/yue",
    "huggingface": null,
    "app_store": null,
    "sightings": [
      {
        "source": "github",
        "url": "https://github.com/multimodal-art-projection/yue",
        "posted_at": "2026-09-12T22:00:00.000Z",
        "hn_url": null
      }
    ]
  },
  "numbers": {
    "as_of": "2026-09-16T21:00:00.000Z",
    "stars": 8971,
    "stars_unit": "GitHub stars",
    "stars_checked_at": "2026-09-15T19:33:46.873Z",
    "stars_observed_since_check": 62,
    "star_delta_24h": 55,
    "star_delta_7d": 381,
    "star_delta_30d": 381,
    "star_delta_unit": "GitHub stars gained in the window, GH Archive events summed to as_of",
    "spark_14d": [
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    "hf_likes": null,
    "hf_likes_observed_at": null,
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    "hn_points_observed_at": null,
    "store": null,
    "method": "Star total = the value last checked on GitHub (stars_checked_at) + increases observed via GH Archive since. The 24h · 7d · 30d gains are GH Archive hourly events summed to the reference time (as_of). No score of ours."
  },
  "ranks": {
    "as_of": "2026-09-16T21:00:00.000Z",
    "all_time": null,
    "rising": {
      "24h": null,
      "7d": 20,
      "30d": 50
    },
    "categories": [
      {
        "category": "media",
        "label": "MEDIA",
        "rank": 13
      }
    ]
  },
  "activity": {
    "pushed_at": "2026-09-14T10:31:07.000Z",
    "owner_type": "Organization",
    "open_issues": 25,
    "contributors": 9,
    "releases_count": 1,
    "latest_release": {
      "tag": "yue2-v0.1.6",
      "published_at": "2026-09-09T19:10:05.000Z",
      "prerelease": false
    },
    "checked_at": "2026-09-15T19:33:46.873Z",
    "core_checked_at": "2026-09-15T19:33:46.873Z"
  },
  "signals": [],
  "images": {
    "og": "https://tesign.com/img/yue-9a684df443.png",
    "cover": "https://tesign.com/img/yue-9a684df443.png",
    "cover_width": 2400,
    "cover_height": 1260,
    "gallery": [
      "https://tesign.com/img/yue-9a684df443.png",
      "https://tesign.com/img/yue-53526f32ce.png"
    ],
    "alt": "YuE2 demo site: the headline 'Frontier quality. Music, with a plan.', a models-and-benchmark box and an audio player bar below.",
    "tier": 1
  },
  "dates": {
    "first_seen_at": "2026-09-13T07:43:26.628Z",
    "source_created_at": "2025-01-23T06:21:58.000Z",
    "discovery_hours": 14353.357952222223,
    "launch_signal_at": "2026-09-12T22:00:00.000Z",
    "kept_at": "2026-09-13T11:32:21.681Z",
    "first_published_at": "2026-09-13T11:32:21.881Z",
    "updated_at": "2026-09-15T04:36:57.062Z",
    "ingestion_mode": "live"
  },
  "notes": [
    "This file was produced by the same build, from the same data, as the tesign.com item page. The text is editorial; the numbers are stored observations.",
    "null in the JSON means not observed — never zero. The Markdown writes [unconfirmed] for it.",
    "Star total = the value last checked on GitHub (stars_checked_at) + increases observed via GH Archive since. The 24h · 7d · 30d gains are GH Archive hourly events summed to the reference time (as_of). No score of ours.",
    "A summary, not legal advice."
  ]
}
