RRepoGEO

REPOGEO REPORT · LITE

Soul-AILab/SoulX-Singer

Default branch main · commit 81aeb3ae · scanned 6/1/2026, 10:47:49 PM

GitHub: 701 stars · 91 forks

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 Soul-AILab/SoulX-Singer, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    singing-voice-synthesis, zero-shot, voice-conversion, deep-learning, pytorch, ai-music, speech-synthesis, generative-ai
  • highhomepage#2
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://soul-ailab.github.io/soulx-singer/
  • mediumreadme#3
    Clarify the project's nature as an open-source research model in the README overview

    Why:

    CURRENT
    **SoulX-Singer** is a high-fidelity, zero-shot singing voice synthesis model that enables users to generate realistic singing voices for unseen singers. It supports **melody-conditioned (F0 contour)** and **score-conditioned (MIDI notes)** control for precise pitch, rhythm, and expression.
    COPY-PASTE FIX
    **SoulX-Singer** is an open-source research model for high-fidelity, zero-shot singing voice synthesis. It enables users to generate realistic singing voices for unseen singers and supports **melody-conditioned (F0 contour)** and **score-conditioned (MIDI notes)** control for precise pitch, rhythm, and expression.

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 Soul-AILab/SoulX-Singer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Synthesizer V Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Synthesizer V Studio · recommended 2×
  2. SingGAN · recommended 1×
  3. DiffSinger · recommended 1×
  4. huggingface/transformers · recommended 1×
  5. facebookresearch/fairseq · recommended 1×
  • CATEGORY QUERY
    How can I generate realistic singing voices for unseen singers with high fidelity?
    you: not recommended
    AI recommended (in order):
    1. SingGAN
    2. DiffSinger
    3. Hugging Face Transformers (huggingface/transformers)
    4. Fairseq (facebookresearch/fairseq)
    5. RVC (RVC-Project/Retrieval-based-Voice-Conversion-WebUI)
    6. Synthesizer V Studio
    7. OpenVPI (OpenVPI/OpenVPI)
    8. Google Magenta (magenta/magenta)
    9. DDSP-Sing
    10. VITS (jaywalnut310/vits)
    11. Tacotron 2
    12. Glow-TTS (NVIDIA/glow-tts)
    13. HiFi-GAN (jik876/hifi-gan)
    14. WaveGlow (NVIDIA/waveglow)

    AI recommended 14 alternatives but never named Soul-AILab/SoulX-Singer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow transforming a recorded singing voice into a different singer's voice?
    you: not recommended
    AI recommended (in order):
    1. Synthesizer V Studio
    2. Vocaloid
    3. iZotope Nectar
    4. Resemble AI
    5. Descript
    6. ElevenLabs
    7. Voice.ai

    AI recommended 7 alternatives but never named Soul-AILab/SoulX-Singer. 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 Soul-AILab/SoulX-Singer?
    pass
    AI named Soul-AILab/SoulX-Singer explicitly

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

  • If a team adopts Soul-AILab/SoulX-Singer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Soul-AILab/SoulX-Singer 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 Soul-AILab/SoulX-Singer solve, and who is the primary audience?
    pass
    AI named Soul-AILab/SoulX-Singer 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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Soul-AILab/SoulX-Singer — 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