Vibe: Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device. Xdroid VoiceAnalytics: AI-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Vibe when transcribing recorded meetings or interviews privately on a laptop matters most, and Xdroid VoiceAnalytics when compliance verification across recorded customer calls matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device.
AI-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance.
Vibe is a free, open-source transcription application created by the developer thewh1teagle and distributed under the MIT license. It lets users transcribe audio and video files entirely offline on their own machine using OpenAI's Whisper models, so recordings of meetings, interviews, lectures, and calls never have to leave the device. Vibe runs on macOS, Windows, and Linux, with GPU acceleration available for NVIDIA, AMD, and Intel hardware, and it supports a very wide range of languages. It includes speaker diarization so different participants can be separated in the transcript, and it can export results in multiple formats including SRT, VTT, TXT, HTML, PDF, JSON, and DOCX. For automation and integration, Vibe also exposes a command-line interface and an HTTP API with Swagger documentation, making it usable inside larger pipelines. Built with the Tauri framework on top of whisper.cpp, it is actively maintained with frequent releases. Vibe is best suited to privacy-conscious individuals, developers, and teams who want a no-subscription, local-first way to turn recorded conversations into editable text. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Xdroid VoiceAnalytics is an AI- and machine-learning-based speech analytics platform built for contact centers and customer-service teams. It captures audio from recorded agent-customer calls and applies proprietary speech-to-text transcription, then layers on speaker separation, keyword and semantic detection, language-independent emotion and sentiment analysis, call categorization, and call visualization. Managers use it for automated quality monitoring, compliance checking, agent performance management, and customer-experience insight across large call volumes. An OperatorAssist capability delivers real-time transcription, sentiment detection, in-call compliance coaching, and automated call summarization to the agent's desktop, while companion TextAnalytics extends the same analysis to chat, email, social media, and reviews for omnichannel coverage. The platform supports a broad set of languages (reported around 31, including Arabic, Mandarin, English, French, German, and Spanish) and integrates with common contact-center telephony platforms. Developed by Xdroid Kft., a Budapest-based company founded in 2008, it targets enterprise contact centers and customer-care operations rather than individual users.
Best suited for
Vibe is a free tier with paid upgrades (freemium); Xdroid VoiceAnalytics is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Vibe | Xdroid VoiceAnalytics |
|---|---|---|
| Core capability | Offline transcription powered by OpenAI Whisper (whisper.cpp) | Proprietary speech-to-text call transcription |
| Standout feature | Cross-platform: macOS, Windows, and Linux | Sentiment and language-independent emotion analysis |
| Team usage | Speaker diarization to separate participants | Speaker separation and call categorization |
| Integrations | Multiple export formats (SRT, VTT, TXT, HTML, PDF, JSON, DOCX) | Keyword and semantic detection for compliance and QA |
| Languages & capture | Command-line interface and HTTP API for automation | Real-time agent assist with automated call summarization |
| Best-fit workflow | GPU acceleration for NVIDIA, AMD, and Intel | Omnichannel text analytics for chat, email, and social |
Vibe
Choose Vibe if you need transcribing recorded meetings or interviews privately on a laptop — strengths include free and open source under the mit license.
Xdroid VoiceAnalytics
Choose Xdroid VoiceAnalytics if you need automated call-center quality monitoring and agent scoring — strengths include deep analytics tailored to contact-center quality management and compliance.
Vibe
Xdroid VoiceAnalytics
It depends on your workflow. Vibe is strong for transcribing recorded meetings or interviews privately on a laptop, while Xdroid VoiceAnalytics is strong for automated call-center quality monitoring and agent scoring. Both transcribe and summarize meetings.
Vibe is a free tier with paid upgrades and Xdroid VoiceAnalytics is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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