Xdroid VoiceAnalytics: AI-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance. noScribe: Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Xdroid VoiceAnalytics when automated call-center quality monitoring and agent scoring matters most, and noScribe when journalists generating diarized transcripts of recorded conversations matters most. Run both through a week of actual calls to see which suits your workflow.
AI-powered speech analytics platform that transcribes and analyzes contact-center calls for quality monitoring, sentiment, and compliance.
Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor.
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
noScribe is a free, open-source desktop transcription tool that runs entirely on the user's own computer to protect the confidentiality of recordings. Licensed under GPL-3.0 and actively maintained, with a v0.7.2 maintenance release in June 2026, it is built around OpenAI's Whisper (via the faster-whisper library) for speech recognition and pyannote for speaker diarization, so it can distinguish between different speakers and label who said what. It understands around 60 languages and supports automatic or manually specified speaker counts. noScribe is primarily designed for producing high-quality transcripts of interviews for qualitative social research and journalistic work, and it ships with a dedicated companion editor, noScribeEdit, that synchronizes audio playback with the transcript text and provides search and replace, formatting, zoom, and playback-speed controls. It supports Windows (with optional CUDA acceleration on Nvidia GPUs), macOS on Apple Silicon, and Linux in both CPU and CUDA versions. Additional capabilities include batch transcription, pause detection and marking, an experimental overlapping-speech detection mode, and export to multiple formats such as HTML, VTT, and TXT, plus an available command-line interface for scripted use. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Xdroid VoiceAnalytics is custom pricing (contact sales); noScribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Xdroid VoiceAnalytics | noScribe |
|---|---|---|
| Core capability | Proprietary speech-to-text call transcription | Fully local transcription using Whisper via faster-whisper |
| Standout feature | Sentiment and language-independent emotion analysis | Speaker diarization with pyannote (automatic or manual speaker counts) |
| Team usage | Speaker separation and call categorization | Support for around 60 languages |
| Integrations | Keyword and semantic detection for compliance and QA | Synchronized companion editor (noScribeEdit) with playback follow-along |
| Languages & capture | Real-time agent assist with automated call summarization | Batch transcription, pause detection, and experimental overlapping-speech detection |
| Best-fit workflow | Omnichannel text analytics for chat, email, and social | Exports to HTML, VTT, and TXT plus a command-line interface |
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.
noScribe
Choose noScribe if you need researchers transcribing qualitative interviews while keeping data on their own machine — strengths include runs 100% locally to keep sensitive recordings confidential.
Xdroid VoiceAnalytics
noScribe
It depends on your workflow. Xdroid VoiceAnalytics is strong for automated call-center quality monitoring and agent scoring, while noScribe is strong for researchers transcribing qualitative interviews while keeping data on their own machine. Both transcribe and summarize meetings.
Xdroid VoiceAnalytics is custom pricing and noScribe is a free tier with paid upgrades. 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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