RRepoGEO

REPOGEO REPORT · LITE

sh-lee-prml/HierSpeechpp

Default branch main · commit 318c633c · scanned 5/22/2026, 1:53:10 AM

GitHub: 1,239 stars · 151 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
22 /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
1 / 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 sh-lee-prml/HierSpeechpp, 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

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

OVERALL DIRECTION
  • highreadme#1
    Add a concise, benefit-oriented opening sentence to the README

    Why:

    CURRENT
    # HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation by Hierarchical Variational Inference for Zero-shot Speech Synthesis <br><sub>The official implementation of HierSpeech++</sub>
    COPY-PASTE FIX
    # HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation by Hierarchical Variational Inference for Zero-shot Speech Synthesis <br><sub>The official implementation of HierSpeech++</sub>

HierSpeech++ is a fast and robust zero-shot speech synthesizer for high-quality Text-to-Speech (TTS) and Voice Conversion (VC), designed to significantly improve naturalness and speaker similarity.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/HierSpeech/HierSpeech_TTS

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 sh-lee-prml/HierSpeechpp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VALL-E X
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VALL-E X · recommended 1×
  2. Meta Voice · recommended 1×
  3. Voicebox · recommended 1×
  4. YourTTS · recommended 1×
  5. OpenVoice · recommended 1×
  • CATEGORY QUERY
    What are the best tools for zero-shot speech synthesis with fast inference and natural output?
    you: not recommended
    AI recommended (in order):
    1. VALL-E X
    2. Meta Voice
    3. Voicebox
    4. YourTTS
    5. OpenVoice
    6. Tortoise-TTS
    7. StyleTTS 2

    AI recommended 7 alternatives but never named sh-lee-prml/HierSpeechpp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a robust text-to-speech framework for voice conversion that improves speaker similarity.
    you: not recommended
    AI recommended (in order):
    1. NVIDIA NeMo (NVIDIA/NeMo)
    2. Mozilla TTS (TTS by Coqui) (coqui-ai/TTS)
    3. ESPnet (espnet/espnet)
    4. Google Cloud Text-to-Speech (Custom Voice)
    5. Microsoft Azure Custom Neural Voice
    6. Meta's Voicebox

    AI recommended 6 alternatives but never named sh-lee-prml/HierSpeechpp. 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 sh-lee-prml/HierSpeechpp?
    pass
    AI did not name sh-lee-prml/HierSpeechpp — 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 sh-lee-prml/HierSpeechpp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sh-lee-prml/HierSpeechpp 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 sh-lee-prml/HierSpeechpp solve, and who is the primary audience?
    pass
    AI did not name sh-lee-prml/HierSpeechpp — 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?

Embed your GEO score

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sh-lee-prml/HierSpeechpp — 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