RRepoGEO

REPOGEO REPORT · LITE

JarodMica/ai-voice-cloning

Default branch master · commit 684794b6 · scanned 6/9/2026, 11:26:48 AM

GitHub: 779 stars · 174 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 JarodMica/ai-voice-cloning, 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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    A working fork of an AI voice cloning repository, offering local training and inference with enhancements like multi-language support, Hifigan, Whisper-v3, and RVC output conversion, primarily for research and development.
  • highreadme#2
    Reposition README's opening to highlight purpose before archive status

    Why:

    CURRENT
    # AI Voice Cloning
    
    > **Archive:** It's been awhile coming, but I don't have any further plans to maintain this repo (Tortoise TTS) so I will be archiving it. Doesn't mean it's getting deleted, just won't be active anymore. There are better alternatives out there that work just as well or better than Tortoise: XTTS, GPT-SoVITS, F5TTS, StyleTTS2, Zonos, etc.
    
    > **Note** I do not plan on actively working on improvements/enhancements for this project, this is mainly meant to keep the repo in a working state in the case the original git.ecker goes down or necessary package changes need to be made.
    COPY-PASTE FIX
    # AI Voice Cloning: A Fork for Local Training & Inference with Tortoise TTS
    
    This repository is a working fork designed for local AI voice cloning, offering specific enhancements over the original `git.ecker.tech/mrq/ai-voice-cloning` project. It enables training in multiple languages, faster inference with Hifigan, Whisper-v3 integration, and RVC output conversion, primarily for research and development on Windows (NVIDIA GPUs) and Linux (Docker with NVIDIA GPUs).
    
    > **Archive:** It's been awhile coming, but I don't have any further plans to maintain this repo (Tortoise TTS) so I will be archiving it. Doesn't mean it's getting deleted, just won't be active anymore. There are better alternatives out there that work just as well or better than Tortoise: XTTS, GPT-SoVITS, F5TTS, StyleTTS2, Zonos, etc.
    
    > **Note** I do not plan on actively working on improvements/enhancements for this project, this is mainly meant to keep the repo in a working state in the case the original git.ecker goes down or necessary package changes need to be made.

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 JarodMica/ai-voice-cloning
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 2×
  2. Resemble.ai · recommended 2×
  3. Descript (with Overdub) · recommended 1×
  4. Google Cloud Text-to-Speech (with Custom Voice) · recommended 1×
  5. Amazon Polly (with Brand Voice) · recommended 1×
  • CATEGORY QUERY
    What are the best methods for creating realistic AI voice replicas from audio inputs?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript (with Overdub)
    3. Resemble.ai
    4. Google Cloud Text-to-Speech (with Custom Voice)
    5. Amazon Polly (with Brand Voice)
    6. MyShell.ai
    7. Meta Voicebox

    AI recommended 7 alternatives but never named JarodMica/ai-voice-cloning. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I quickly generate AI voices and train models in various languages?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Google Cloud Text-to-Speech
    3. Azure AI Speech
    4. Resemble.ai
    5. Play.ht
    6. Murf.ai

    AI recommended 6 alternatives but never named JarodMica/ai-voice-cloning. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 JarodMica/ai-voice-cloning?
    pass
    AI did not name JarodMica/ai-voice-cloning — 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 JarodMica/ai-voice-cloning in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JarodMica/ai-voice-cloning 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 JarodMica/ai-voice-cloning solve, and who is the primary audience?
    pass
    AI named JarodMica/ai-voice-cloning explicitly

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

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JarodMica/ai-voice-cloning — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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JarodMica/ai-voice-cloning — RepoGEO report