Sport Translations

C 65 completed
Cli Tool
web_app / python · small
74
Files
13,865
LOC
2
Frameworks
8
Languages

Pipeline State

completed
Run ID
#362169
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
74.67
Framework unique
Isolation
Last stage change
2026-05-10 03:35:02
Deduplication group #52342
Member of a group with 3 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Frontend
Repobility · MCP-ready · https://repobility.com

AI Prompt

Create a real-time voice translation tool using Python. I need it to capture microphone audio, transcribe it live, translate the speech into a user-selected target language, and then speak the translated text back to the user. The tool should be an interactive command-line application, and I understand it relies on the Google Cloud ecosystem for Speech-to-Text, Translation, and Text-to-Speech. Please structure the core logic around Python scripts, utilizing the provided structure for handling audio and API calls.
python voice-assistant real-time speech-to-text translation google-cloud cli-app audio
Generated by gemma4:latest

Catalog Information

A real‑time voice translation tool that captures microphone audio, transcribes it, translates it into a chosen language, and speaks the translation back to the user.

Description

This tool captures live audio from a microphone, transcribes it in real time, translates the transcription into a target language, and then speaks the translated text back to the user. It offers a command‑line interface that allows users to start and stop translation sessions with simple commands. The system integrates cloud‑based speech‑to‑text, translation, and text‑to‑speech services to deliver high‑quality, low‑latency output. It is designed for sports broadcasters, commentators, and live event producers who need instant multilingual commentary. By eliminating the need for manual subtitles or delayed translations, it improves accessibility for international audiences and streamlines production workflows.

الوصف

يُلتقط هذا البرنامج الصوت الحي من الميكروفون، ثم يُحوِّل الكلام إلى نص في الوقت الفعلي، ويُترجمه إلى اللغة المستهدفة، وأخيراً يُنطق الترجمة للمستخدم. يتيح واجهة سطر أوامر بسيطة للبدء وإيقاف جلسات الترجمة، ما يجعله مناسباً للمتحدثين في الحقل. يعتمد على خدمات سحابية للخطاب إلى نص، والترجمة، والنص إلى كلام، لتوفير جودة عالية وانخفاض في زمن الاستجابة. يهدف إلى مساعدة المذيعين الرياضيين ومنتجي الأحداث الحية على تقديم تعليق متعدد اللغات فوراً، مما يوسع الوصول إلى جمهور دولي ويُسرّع سير العمل الإنتاجي. يزيل الحاجة إلى الترجمة اليدوية أو الترجمة المتأخرة، ويُحسّن تجربة المشاهدين الذين لا يتقنون اللغة الأصلية. يميز نفسه بواجهة تفاعلية سريعة وسهلة الاستخدام، مع دعم فوري للغات متعددة، ما يجعله أداة لا غنى عنها في البث الرياضي العالمي.

Novelty

7/10

Tags

real-time-translation voice-transcription audio-processing multilingual-support live-commentary speech-to-text text-to-speech interactive-tool

Technologies

fastapi gradio huggingface numpy pytorch scipy

Claude Models

claude-opus-4.6

Quality Score

C
65.1/100
Structure
59
Code Quality
71
Documentation
51
Testing
60
Practices
60
Security
100
Dependencies
60

Strengths

  • Good test coverage (33% test-to-source ratio)
  • Code linting configured (eslint)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 667 duplicate lines detected \u2014 consider DRY refactoring
  • 3 'god files' with >500 LOC need decomposition

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

8.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
Unknown
License
32.8%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
62.3%
json
21.2%
javascript
8.9%
css
6.4%
text
0.6%
markdown
0.4%
html
0.1%
ini
0.0%

Frameworks

React Vite

Concepts (2)

Repobility · code-quality scanner for AI-generated software · https://repobility.com
CategoryNameDescriptionConfidence
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
auto_descriptionProject DescriptionA real-time voice translation tool for live commentary, interviews, and broadcasts.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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