REPOGEO REPORT · LITE
metavoiceio/metavoice-src
Default branch main · commit de3fa211 · scanned 5/16/2026, 6:17:45 PM
GitHub: 4,197 stars · 693 forks
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.
3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 metavoiceio/metavoice-src, 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.
- highreadme#1Reposition README opening to emphasize open-source and commercial usability
Why:
CURRENTMetaVoice-1B is a 1.2B parameter base model trained on 100K hours of speech for TTS (text-to-speech). It has been built with the following priorities:
COPY-PASTE FIXMetaVoice-1B is a 1.2B parameter foundational model for human-like, expressive Text-to-Speech (TTS), released under the Apache 2.0 license for **unrestricted commercial and research use**. Built for developers and researchers, it offers emotional speech rhythm, zero-shot voice cloning, and cross-lingual finetuning capabilities.
- mediumcomparison#2Add a 'Why MetaVoice-1B?' or 'Comparison' section to the README
Why:
COPY-PASTE FIX## Why MetaVoice-1B? (Open-Source & Commercially Usable) Unlike proprietary cloud services (e.g., ElevenLabs, AWS Polly) or research-only models, MetaVoice-1B is an Apache 2.0 licensed foundational model designed for unrestricted commercial and research use. It offers competitive expressiveness and zero-shot cloning capabilities, providing a powerful self-hostable alternative to leading TTS solutions.
- lowexamples#3Add explicit use cases or application examples to the README
Why:
COPY-PASTE FIX## Use Cases & Applications MetaVoice-1B empowers developers and researchers to build a wide range of voice AI applications, including: * **Dynamic Voiceovers:** Generate expressive speech for podcasts, audiobooks, and video content. * **Custom Voice Assistants:** Create unique, branded voices for conversational AI. * **Personalized Audio:** Deliver tailored audio messages and notifications. * **Voice Prototyping:** Rapidly experiment with new voice AI concepts and features.
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.
- ElevenLabs · recommended 1×
- AWS Polly · recommended 1×
- Google Cloud Text-to-Speech · recommended 1×
- Azure AI Speech · recommended 1×
- Descript · recommended 1×
- CATEGORY QUERYHow can I generate expressive, human-like text-to-speech with emotional tone?you: not recommendedAI recommended (in order):
- ElevenLabs
- AWS Polly
- Google Cloud Text-to-Speech
- Azure AI Speech
- Descript
- WellSaid Labs
- Resemble.ai
AI recommended 7 alternatives but never named metavoiceio/metavoice-src. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are robust deep learning models for zero-shot voice cloning from audio samples?you: not recommendedAI recommended (in order):
- VALL-E X
- Meta Voice (Voicebox)
- YourTTS (coqui-ai/TTS)
- Tortoise-TTS (neonbjb/tortoise-tts)
- Style-TTS 2 (yl4579/StyleTTS2)
- OpenVoice (myshell-ai/OpenVoice)
AI recommended 6 alternatives but never named metavoiceio/metavoice-src. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
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 metavoiceio/metavoice-src?passAI did not name metavoiceio/metavoice-src — 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 metavoiceio/metavoice-src in production, what risks or prerequisites should they evaluate first?passAI named metavoiceio/metavoice-src 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 metavoiceio/metavoice-src solve, and who is the primary audience?passAI named metavoiceio/metavoice-src explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of metavoiceio/metavoice-src. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/metavoiceio/metavoice-src)<a href="https://repogeo.com/en/r/metavoiceio/metavoice-src"><img src="https://repogeo.com/badge/metavoiceio/metavoice-src.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
metavoiceio/metavoice-src — 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