REPOGEO REPORT · LITE
0nutation/SpeechGPT
Default branch main · commit b2900115 · scanned 6/25/2026, 6:18:19 PM
GitHub: 1,404 stars · 96 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 0nutation/SpeechGPT, 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.
- hightopics#1Add relevant topics to the repository
Why:
COPY-PASTE FIXspeech-llm, multimodal-llm, generative-ai, speech-ai, deep-learning, research, conversational-ai, speech-generation, speech-recognition, large-language-models
- highreadme#2Add a clarifying sentence to the README's opening
Why:
CURRENT# SpeechGPT: Speech Large Language Models
COPY-PASTE FIX# SpeechGPT: Speech Large Language Models This repository serves as a comprehensive collection of research projects and foundational models exploring the integration of speech with large language models for intrinsic cross-modal conversational abilities.
- mediumreadme#3Add a dedicated 'Overview' or 'Key Features' section to the README
Why:
COPY-PASTE FIX## Overview This series of projects focuses on advancing multimodal large language models (LLMs) by empowering them with intrinsic cross-modal conversational abilities. Key contributions include: - **SpeechGPT:** The first multi-modal LLM capable of perceiving and generating multi-modal content following multi-modal human instructions. - **SpeechGPT-Gen:** Research into scaling chain-of-information speech generation. - **SpeechTokenizer:** A unified speech tokenizer for speech language models. - **SpeechAgents:** Human-communication simulation with multi-modal multi-agent systems.
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.
- Google Cloud Dialogflow CX · recommended 1×
- Google Cloud Dialogflow ES · recommended 1×
- Amazon Lex · recommended 1×
- Amazon Polly · recommended 1×
- Amazon Transcribe · recommended 1×
- CATEGORY QUERYHow can I build conversational AI that understands and generates speech across modalities?you: not recommendedAI recommended (in order):
- Google Cloud Dialogflow CX
- Google Cloud Dialogflow ES
- Amazon Lex
- Amazon Polly
- Amazon Transcribe
- Microsoft Azure Bot Service
- Azure Cognitive Services Speech
- Language Understanding (LUIS)
- Rasa Open Source (RasaHQ/rasa)
- Mozilla DeepSpeech (mozilla/DeepSpeech)
- Google Cloud Speech-to-Text API
- Google Cloud Text-to-Speech API
- OpenAI API
- GPT-3.5
- GPT-4
- Whisper (openai/whisper)
- Hugging Face Transformers (huggingface/transformers)
- BERT
- RoBERTa
- GPT-2
- T5
- Wav2Vec 2.0
- Bark
- Mycroft AI (MycroftAI/mycroft-core)
AI recommended 24 alternatives but never named 0nutation/SpeechGPT. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools are available for generating realistic speech using large language models?you: not recommendedAI recommended (in order):
- ElevenLabs Prime Voice AI
- Google Cloud Text-to-Speech (WaveNet & Studio voices)
- Azure AI Speech (Neural voices)
- OpenAI TTS (Text-to-Speech)
- Amazon Polly (Neural voices)
- PlayHT
AI recommended 6 alternatives but never named 0nutation/SpeechGPT. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- 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 0nutation/SpeechGPT?passAI named 0nutation/SpeechGPT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts 0nutation/SpeechGPT in production, what risks or prerequisites should they evaluate first?passAI named 0nutation/SpeechGPT 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 0nutation/SpeechGPT solve, and who is the primary audience?passAI named 0nutation/SpeechGPT 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 0nutation/SpeechGPT. 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/0nutation/SpeechGPT)<a href="https://repogeo.com/en/r/0nutation/SpeechGPT"><img src="https://repogeo.com/badge/0nutation/SpeechGPT.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
0nutation/SpeechGPT — 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