RRepoGEO

REPOGEO REPORT · LITE

haoheliu/AudioLDM2

Default branch main · commit b5786c5d · scanned 5/21/2026, 3:18:07 PM

GitHub: 2,629 stars · 208 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface haoheliu/AudioLDM2, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify open-source model for researchers

    Why:

    CURRENT
    This repo currently support Text-to-Audio (including Music), Text-to-Speech Generation and Super Resolution Inpainting.
    COPY-PASTE FIX
    AudioLDM 2 is an open-source latent diffusion model for high-fidelity Text-to-Audio (including Music), Text-to-Speech Generation, and Super Resolution Inpainting, primarily designed for AI researchers and developers.
  • highhomepage#2
    Add project homepage to repository About section

    Why:

    COPY-PASTE FIX
    https://audioldm.github.io/audioldm2/
  • mediumtopics#3
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ["audio-generation"]
    COPY-PASTE FIX
    ["audio-generation", "text-to-audio", "text-to-music", "text-to-speech", "diffusion-models", "generative-ai", "latent-diffusion"]

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface haoheliu/AudioLDM2
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 2×
  2. Google Cloud Text-to-Speech · recommended 1×
  3. Azure AI Speech · recommended 1×
  4. Resemble AI · recommended 1×
  5. Play.ht · recommended 1×
  • CATEGORY QUERY
    What tools can I use to generate high-quality audio from text descriptions?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Google Cloud Text-to-Speech
    3. Azure AI Speech
    4. Resemble AI
    5. Play.ht
    6. Descript (Overdub)
    7. Amazon Polly

    AI recommended 7 alternatives but never named haoheliu/AudioLDM2. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a library for generating realistic speech and music from text prompts.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Meta AudioCraft
    3. MusicGen
    4. AudioGen
    5. EnCodec
    6. Google Lyra
    7. AudioLM
    8. MusicLM
    9. OpenAI Jukebox
    10. Riffusion
    11. Hugging Face Transformers (huggingface/transformers)
    12. Bark (suno-ai/bark)

    AI recommended 12 alternatives but never named haoheliu/AudioLDM2. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of haoheliu/AudioLDM2?
    pass
    AI named haoheliu/AudioLDM2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts haoheliu/AudioLDM2 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named haoheliu/AudioLDM2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo haoheliu/AudioLDM2 solve, and who is the primary audience?
    pass
    AI named haoheliu/AudioLDM2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)
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haoheliu/AudioLDM2 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite