REPOGEO REPORT · LITE

ufal/whisper_streaming

Default branch main · commit 6da90b44 · scanned 6/30/2026, 11:23:21 AM

GitHub: 3,644 stars · 408 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

35 /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

3 / 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 ufal/whisper_streaming, 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

Clarify project status and successor in README's opening

Why:

CURRENT

*Note: In 2025, WhisperStreaming is becaming outdated, replaced by SimulStreaming. See comparison.Turning Whisper into Real-Time Transcription System**

COPY-PASTE FIX

*Note: This repository contains the original research implementation of real-time Whisper streaming. For the actively maintained successor, see SimulStreaming at [Link to SimulStreaming repository/project page]. This project is best for historical reference or specific research.*

hightopics#2

Add specific topics to improve categorization

Why:

COPY-PASTE FIX

speech-to-text, real-time, streaming, whisper, transcription, translation, low-latency, nlp, deep-learning, pytorch

mediumhomepage#3
Add a homepage URL
Why:
COPY-PASTE FIX
```
[URL to project homepage or relevant paper/demo page]
```

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 ufal/whisper_streaming

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

AssemblyAI

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

AssemblyAI · recommended 2×
OpenAI Whisper · recommended 2×
Google Cloud Speech-to-Text API · recommended 1×
AWS Transcribe · recommended 1×
Azure Cognitive Services Speech · recommended 1×

CATEGORY QUERY
Need a real-time transcription system for long-form speech with minimal latency.
you: not recommended
AI recommended (in order):
1. Google Cloud Speech-to-Text API
2. AWS Transcribe
3. Azure Cognitive Services Speech
4. Deepgram
5. AssemblyAI
6. OpenAI Whisper
7. Picovoice Rhino Speech-to-Text
AI recommended 7 alternatives but never named ufal/whisper_streaming. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best tools for streaming multilingual speech translation in real-time?
you: not recommended
AI recommended (in order):
1. Google Cloud Translation API (Advanced/Media Translation)
2. AWS Translate
3. Amazon Transcribe
4. Amazon Polly
5. Microsoft Azure Cognitive Services (Speech and Translator Text)
6. Azure Speech-to-Text
7. Azure Translator Text
8. Azure Text-to-Speech
9. DeepL API
10. AssemblyAI
11. Google Cloud Speech-to-Text
12. ElevenLabs
13. Google Cloud Text-to-Speech
14. OpenAI Whisper
15. Google Cloud Translate
16. Hugging Face Transformers
17. facebook/s2t-large-voxpopuli
18. Helsinki-NLP/opus-mt-en-fr
19. facebook/mms-tts
AI recommended 19 alternatives but never named ufal/whisper_streaming. 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 ufal/whisper_streaming?
pass
AI named ufal/whisper_streaming explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts ufal/whisper_streaming in production, what risks or prerequisites should they evaluate first?
pass
AI named ufal/whisper_streaming 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 ufal/whisper_streaming solve, and who is the primary audience?
pass
AI named ufal/whisper_streaming explicitly
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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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/ufal/whisper_streaming.svg)](https://repogeo.com/en/r/ufal/whisper_streaming)

HTML

<a href="https://repogeo.com/en/r/ufal/whisper_streaming"><img src="https://repogeo.com/badge/ufal/whisper_streaming.svg" alt="RepoGEO" /></a>

Pro

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ufal/whisper_streaming — 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