BriefMe: Italian mobile app that records conversations, transcribes them automatically, and generates AI summaries with key points, decisions, and action items. WhisperLiveKit: Open-source, self-hosted real-time speech-to-text and speaker diarization toolkit with a FastAPI server and web interface, suitable for meeting transcription. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist BriefMe when italian professionals capturing work meetings from a phone matters most, and WhisperLiveKit when building privacy-first transcription into custom applications via compatible apis matters most. Run both through a week of actual calls to see which suits your workflow.
Italian mobile app that records conversations, transcribes them automatically, and generates AI summaries with key points, decisions, and action items.
Open-source, self-hosted real-time speech-to-text and speaker diarization toolkit with a FastAPI server and web interface, suitable for meeting transcription.
BriefMe is an Italian AI transcription and meeting-summary app that records conversations from a smartphone, automatically transcribes the audio, and generates intelligent summaries delivered both in the app and by email. The product is built around an Italian-language interface and workflow, targeting Italian professionals and teams. Users open the app, start an audio recording, and let the AI handle transcription afterward; BriefMe applies speaker recognition to distinguish participants, and users assign names to produce a labeled transcript. The app offers three recording modes tailored to different situations: a Meeting mode that produces structured summaries with key points, decisions made, and action items for professional calls; a Conversation mode for more informal discussions and brainstorming; and a Notes mode for organizing personal voice memos into clear, structured text. Summaries are typically available within a few minutes of finishing a recording. BriefMe is distributed as a free mobile app, and is aimed at users who want to speak instead of taking written notes during work meetings, casual conversations, or personal note-taking, without complex setup. Pricing varies by plan. Check the official website for current pricing.
Best suited for
WhisperLiveKit is an open-source, self-hosted toolkit for ultra-low-latency real-time speech-to-text and speaker diarization. Rather than naively running Whisper on each audio chunk, it uses state-of-the-art simultaneous-speech research for intelligent buffering and incremental processing, which preserves transcription quality while streaming results with minimal latency. The project ships a complete backend built on FastAPI with WebSocket support, an OpenAI-compatible REST API, a Deepgram-compatible WebSocket protocol, and a simple, customizable HTML and JavaScript web interface that captures microphone audio and streams it to the server. It supports multiple ASR backends including Whisper variants, Voxtral, and Qwen3-ASR, covers 200+ languages with translation, and includes real-time speaker diarization and voice activity detection to reduce processing overhead. It can handle multiple concurrent users on a single backend and is distributed via PyPI with Docker images for both GPU and CPU. Licensed under Apache 2.0 and actively maintained into 2026, the project explicitly lists meeting transcription, accessibility tooling, and podcast or call transcription with speaker identification among its intended use cases, making it a practical building block for private, on-premise meeting transcription pipelines. Pricing varies by plan. Check the official website for current pricing.
Best suited for
BriefMe is a free tier with paid upgrades (freemium); WhisperLiveKit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | BriefMe | WhisperLiveKit |
|---|---|---|
| Core capability | Smartphone audio recording of conversations and meetings | Real-time streaming speech-to-text with low latency over WebSocket |
| Standout feature | Automatic Italian-language transcription | Real-time speaker diarization to distinguish multiple speakers |
| Team usage | Speaker recognition with manual name assignment | FastAPI backend with OpenAI-compatible REST API and Deepgram-compatible WebSocket protocol |
| Integrations | Three modes: Meeting (structured summaries), Conversation, and Notes | Multiple ASR backends (Whisper variants, Voxtral, Qwen3-ASR) and 200+ language support with translation |
| Languages & capture | Meeting summaries with key points, decisions, and action items | Included customizable HTML/JavaScript web interface and Docker images (GPU and CPU) |
| Best-fit workflow | Summaries delivered in-app and via email | Voice activity detection and multi-user support on a single backend |
BriefMe
Choose BriefMe if you need italian professionals capturing work meetings from a phone — strengths include built for the italian language and italian users.
WhisperLiveKit
Choose WhisperLiveKit if you need self-hosted real-time meeting transcription with speaker labels — strengths include fully open source (apache 2.0) and self-hostable for private, on-premise transcription.
BriefMe
WhisperLiveKit
It depends on your workflow. BriefMe is strong for italian professionals capturing work meetings from a phone, while WhisperLiveKit is strong for self-hosted real-time meeting transcription with speaker labels. Both transcribe and summarize meetings.
BriefMe is a free tier with paid upgrades and WhisperLiveKit 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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