RRepoGEO

REPOGEO REPORT · LITE

WenzheLiu-Speech/awesome-speech-enhancement

Default branch master · commit 4c5cae94 · scanned 5/27/2026, 10:12:36 PM

GitHub: 1,240 stars · 226 forks

AI VISIBILITY SCORE
15 /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
0 / 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 WenzheLiu-Speech/awesome-speech-enhancement, 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 improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    speech-enhancement, speech-separation, sound-source-localization, audio-processing, awesome-list, deep-learning, machine-learning, signal-processing, dereverberation, array-signal-processing
  • highreadme#2
    Reposition README's opening to emphasize 'awesome list' nature

    Why:

    CURRENT
    # Awesome Speech Enhancement
This repository summarizes the papers, codes, and tools for single-/multi-channel speech enhancement/speech separation. Welcome to pull requests.
    COPY-PASTE FIX
    # Awesome Speech Enhancement
This is a curated collection of papers, codes, and tools for single-/multi-channel speech enhancement and speech separation. It also covers related areas like dereverberation and array signal processing. Contributions are welcome!
  • mediumhomepage#3
    Add a homepage URL

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://github.com/WenzheLiu-Speech/awesome-speech-enhancement

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 WenzheLiu-Speech/awesome-speech-enhancement
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Audition
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Audition · recommended 1×
  2. iZotope RX · recommended 1×
  3. Audacity · recommended 1×
  4. DaVinci Resolve · recommended 1×
  5. Acon Digital Acoustica · recommended 1×
  • CATEGORY QUERY
    How can I reduce background noise and improve speech clarity in audio recordings?
    you: not recommended
    AI recommended (in order):
    1. Adobe Audition
    2. iZotope RX
    3. Audacity
    4. DaVinci Resolve
    5. Acon Digital Acoustica
    6. Waves Clarity Vx

    AI recommended 6 alternatives but never named WenzheLiu-Speech/awesome-speech-enhancement. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are effective methods for separating multiple speech sources or localizing sound events?
    you: not recommended
    AI recommended (in order):
    1. Asteroid
    2. SpeechBrain
    3. scikit-learn
    4. MNE-Python
    5. Pyroomacoustics
    6. Kaldi
    7. LibROSA
    8. DOAtools
    9. PyTorch
    10. TensorFlow

    AI recommended 10 alternatives but never named WenzheLiu-Speech/awesome-speech-enhancement. 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 WenzheLiu-Speech/awesome-speech-enhancement?
    pass
    AI did not name WenzheLiu-Speech/awesome-speech-enhancement — 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 WenzheLiu-Speech/awesome-speech-enhancement in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name WenzheLiu-Speech/awesome-speech-enhancement — 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?

  • In one sentence, what problem does the repo WenzheLiu-Speech/awesome-speech-enhancement solve, and who is the primary audience?
    pass
    AI did not name WenzheLiu-Speech/awesome-speech-enhancement — 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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WenzheLiu-Speech/awesome-speech-enhancement — 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