RRepoGEO

REPOGEO REPORT · LITE

coqui-ai/TTS-papers

Default branch master · commit 1994408b · scanned 6/10/2026, 6:48:05 PM

GitHub: 729 stars · 79 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
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 coqui-ai/TTS-papers, 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
    Update the README's main heading to be more specific

    Why:

    CURRENT
    # Papers
    COPY-PASTE FIX
    # Coqui AI's Curated Collection of Text-to-Speech (TTS) Research Papers
  • hightopics#2
    Add 'text-to-speech' to the repository topics

    Why:

    CURRENT
    coqui-ai, deep-learning, papers, research-paper, speech, tts
    COPY-PASTE FIX
    coqui-ai, deep-learning, papers, research-paper, speech, text-to-speech, tts
  • mediumreadme#3
    Add a brief introductory paragraph to the README

    Why:

    CURRENT
    (Feel free to suggest changes)
    COPY-PASTE FIX
    This repository serves as a carefully curated collection of essential research papers on Text-to-Speech (TTS) synthesis, maintained by the Coqui AI team to highlight key advancements and foundational work in the field. It aims to provide a focused resource for researchers and practitioners.

(Feel free to suggest changes)

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 coqui-ai/TTS-papers
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Papers With Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Papers With Code · recommended 1×
  2. arXiv · recommended 1×
  3. Google Scholar · recommended 1×
  4. Hugging Face · recommended 1×
  5. Reddit · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of recent research papers on text-to-speech synthesis?
    you: not recommended
    AI recommended (in order):
    1. Papers With Code
    2. arXiv
    3. Google Scholar
    4. Hugging Face
    5. Reddit
    6. ACLweb
    7. IEEE Xplore
    8. ACM Digital Library

    AI recommended 8 alternatives but never named coqui-ai/TTS-papers. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the latest deep learning advancements in generating natural-sounding synthetic speech?
    you: not recommended
    AI recommended (in order):
    1. Google's Wavenet Diffusion
    2. Microsoft's VALL-E
    3. Meta's Voicebox
    4. Google's Tacotron 2
    5. NVIDIA's FastSpeech 2
    6. Microsoft's VITS
    7. Google's AudioLM
    8. Parallel WaveGAN
    9. HiFi-GAN
    10. NVIDIA's RAD-TTS

    AI recommended 10 alternatives but never named coqui-ai/TTS-papers. 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 coqui-ai/TTS-papers?
    pass
    AI did not name coqui-ai/TTS-papers — 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 coqui-ai/TTS-papers in production, what risks or prerequisites should they evaluate first?
    pass
    AI named coqui-ai/TTS-papers 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 coqui-ai/TTS-papers solve, and who is the primary audience?
    pass
    AI named coqui-ai/TTS-papers explicitly

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

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coqui-ai/TTS-papers — RepoGEO report