Whisperx
C 63 completed
Cli Tool
unknown / rust · tiny
25
Files
4,258
LOC
0
Frameworks
6
Languages
Pipeline State
completedRun ID
#307392Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
34.90Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #48152
Member of a group with 1 similar repo(s) — canonical #94586 view group →
Top concepts (3)
Project DescriptionCLI ToolDatabase
Repobility · open methodology · https://repobility.com/research/
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
extract_transcript_from_stdoutProcesses a string representing standard output by filtering and transforming its content. It accepts one string slice as input and returns a single concatenated string. The function removes empty lines and lines starting with "main:", extracts content enclosed in brackets, and discards lines contai
run_with_timeoutExecutes an external command, managing its execution time and capturing its results. It accepts a configured command, a duration for the timeout, and a descriptive label as inputs. The function returns the process output upon successful completion or an error detailing timeout or failure reasons. If
print_outputPrints the provided string content to the standard output based on the specified format. It accepts an OutputFormat enum and a string slice as inputs. If the format is Text, it prints the content after trimming any trailing whitespace; otherwise, it prints the content directly and ensures a newline
AI Prompt
Create a command-line interface (CLI) wrapper in Rust for the open-source speech-to-text engine, whisper.cpp. The tool should handle several tedious tasks for the user, such as managing model downloads, setting sane defaults via a configuration file, and automatically normalizing audio input using ffmpeg to 16kHz mono WAV format. I also need functionality for a microphone daemon with start/stop/toggle helpers, and the ability to pass through any remaining whisper.cpp flags after a double-dash separator. Please ensure it supports both CPU-only and CUDA (NVIDIA GPU) backends for transcription.
rust cli speech-to-text whisper.cpp audio command-line gpu cuda
Generated by gemma4:latest
Catalog Information
A CLI wrapper for the open-source speech-to-text engine whisper.cpp, handling tedious tasks so users can focus on transcription.
Description
Whisperx is a CLI tool that simplifies the process of transcribing audio files using the whisper.cpp engine. It handles configuration, model management, and normalization, allowing users to focus on transcription. The tool supports various models and can be installed with or without CUDA acceleration. Whisperx also includes microphone helpers for easy text injection.
الوصف
هو أداة CLI تسهل عملية تحويل الصوت إلى نص باستخدام محرك whisper.cpp. يhandle التكوين والإدارة النماذج والتنضيم، مما يسمح للمستخدم التركيز على التحويل. الأداة تدعم نماذج متعددة ويمكن تثبيتها مع أو بدون تسريع CUDA. Whisperx تشمل مساعدين لل麦كفرة لسهولة إعادة النظر النصي.
Novelty
7/10Tags
speech-to-text transcription audio-processing model-management cuda-acceleration
Technologies
serde
Claude Models
claude-opus-4.6
Quality Score
C
62.9/100
Structure
49
Code Quality
87
Documentation
47
Testing
15
Practices
80
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No tests found \u2014 high risk of regressions
- 154 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite \u2014 start with critical path integration tests
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
5.6h
Tech Debt (C)
High
DORA Rating
A
OWASP (100%)
All rows scored by the Repobility analyzer (https://repobility.com)
PASS
Quality Gate
A
Risk (3)
MIT
License
3.7%
Duplication
Languages
Frameworks
None detected
Symbols
function67
struct11
enum7
constant4
extension4
Concepts (3)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility — same analyzer, your code, free for public repos · /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A DX-first CLI wrapper around whisper.cpp — the open-source speech-to-text engine by ggml-org. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | CLI Tool | cli | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Embed Badge
Add to your README:
