RRepoGEO

REPOGEO REPORT · LITE

PlayVoice/lora-svc

Default branch main · commit 8d799c93 · scanned 6/5/2026, 4:17:16 PM

GitHub: 647 stars · 80 forks

AI VISIBILITY SCORE
28 /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
2 / 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 PlayVoice/lora-svc, 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
    Clarify 'LoRA' refers to AI adaptation, not LoRaWAN, in README

    Why:

    COPY-PASTE FIX
    Add this sentence near the top of the README, e.g., right after the H1 or in the introductory paragraph: "Note: 'LoRA' in this project refers to Low-Rank Adaptation for AI models, not LoRaWAN communication technology."
  • highreadme#2
    Clarify LoRA implementation status in README

    Why:

    CURRENT
    **LoRA is not fully implemented in this project**
    COPY-PASTE FIX
    Rephrase the sentence to clarify the current status and future intent of LoRA implementation, aligning with the project's description. For example: "While the full LoRA fine-tuning pipeline for singing voice cloning is under active development, the project leverages related adaptation techniques and aims to integrate LoRA for efficient model customization."
  • mediumhomepage#3
    Add a homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant homepage URL to the repository settings, such as a project website, documentation, or a link to a demo.

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 PlayVoice/lora-svc
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RVC
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RVC · recommended 1×
  2. So-VITS-SVC · recommended 1×
  3. Diff-SVC · recommended 1×
  4. OpenVPI · recommended 1×
  5. VITS · recommended 1×
  • CATEGORY QUERY
    How can I implement singing voice conversion and cloning using modern AI techniques?
    you: not recommended
    AI recommended (in order):
    1. RVC
    2. So-VITS-SVC
    3. Diff-SVC
    4. OpenVPI
    5. VITS
    6. YourTTS
    7. Singing-Tacotron2
    8. FastSpeech2
    9. HiFi-GAN
    10. UnivNet
    11. Realtime Voice Changer
    12. VC Client

    AI recommended 12 alternatives but never named PlayVoice/lora-svc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to fine-tune voice models for personalized singing voice generation.
    you: not recommended
    AI recommended (in order):
    1. RVC (Retrieval-based Voice Conversion) V2
    2. Diff-SVC (Diffusion-based Singing Voice Conversion)
    3. SoftVC VITS (Soft-VC VITS)
    4. OpenVPI (Open Voice Processing Interface)
    5. Tacotron 2
    6. FastSpeech 2
    7. MelGAN
    8. Hifi-GAN
    9. SingGAN

    AI recommended 9 alternatives but never named PlayVoice/lora-svc. 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 PlayVoice/lora-svc?
    pass
    AI did not name PlayVoice/lora-svc — likely talking about a different project

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

  • If a team adopts PlayVoice/lora-svc in production, what risks or prerequisites should they evaluate first?
    pass
    AI named PlayVoice/lora-svc 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 PlayVoice/lora-svc solve, and who is the primary audience?
    pass
    AI named PlayVoice/lora-svc explicitly

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

Embed your GEO score

Drop this badge into the README of PlayVoice/lora-svc. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/PlayVoice/lora-svc"><img src="https://repogeo.com/badge/PlayVoice/lora-svc.svg" alt="RepoGEO" /></a>
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PlayVoice/lora-svc — 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