Empathia AI: Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians. 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. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Empathia AI when clinicians automating post-visit charting and clinical note documentation matters most, and WhisperLiveKit when building privacy-first transcription into custom applications via compatible apis matters most. Try them side by side on real calls before deciding — needs vary by team.
Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians.
Open-source, self-hosted real-time speech-to-text and speaker diarization toolkit with a FastAPI server and web interface, suitable for meeting transcription.
Empathia AI is an AI medical scribe built for clinicians and healthcare practices. Its core engine, EMMA, uses ambient AI to listen to doctor-patient interactions across in-person visits, telehealth, and phone calls, then transcribes the conversation and generates structured, customizable clinical notes. Beyond note-taking, it produces chart summaries, referral and consult letters, form autofill, patient instructions, and suggested ICD/CPT/service billing codes. The platform supports multi-speaker conversations, dictation, and multilingual encounters, and offers specialty-tuned templates across 20+ medical specialties. It works on desktop and mobile and integrates with numerous EMR/EHR systems, including Epic, Athenahealth, eClinicalWorks, NextGen, DrChrono, Practice Fusion, Elation, and Canadian systems such as Accuro, OSCAR, and Juno. Empathia emphasizes compliance, citing HIPAA, PHIPA, PIPEDA, and GDPR alignment, and notes pre-qualified vendor status with Canada Health Infoway's national AI scribe program. It targets individual practitioners and clinics seeking to reduce documentation time and refocus attention on patient care.
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
Empathia AI 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 | Empathia AI | WhisperLiveKit |
|---|---|---|
| Core capability | Ambient AI capture (EMMA) for in-person, telehealth, and phone encounters | Real-time streaming speech-to-text with low latency over WebSocket |
| Standout feature | Automatic transcription and structured clinical note generation | Real-time speaker diarization to distinguish multiple speakers |
| Team usage | Multi-speaker and multilingual support with dictation | FastAPI backend with OpenAI-compatible REST API and Deepgram-compatible WebSocket protocol |
| Integrations | Specialty-tuned templates across 20+ medical specialties | Multiple ASR backends (Whisper variants, Voxtral, Qwen3-ASR) and 200+ language support with translation |
| Languages & capture | Suggested ICD/CPT/service billing codes, referral and consult letters | Included customizable HTML/JavaScript web interface and Docker images (GPU and CPU) |
| Best-fit workflow | EMR/EHR integrations (Epic, Athenahealth, eClinicalWorks, Accuro, OSCAR, and more) | Voice activity detection and multi-user support on a single backend |
Empathia AI
Choose Empathia AI if you need clinicians automating post-visit charting and clinical note documentation — strengths include purpose-built for clinical documentation with deep emr integration.
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.
Empathia AI
WhisperLiveKit
It depends on your workflow. Empathia AI is strong for clinicians automating post-visit charting and clinical note documentation, while WhisperLiveKit is strong for self-hosted real-time meeting transcription with speaker labels. Both transcribe and summarize meetings.
Empathia AI 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.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving Empathia AI and WhisperLiveKit.
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