What it does
- Transcribes medical speech in Indian English, Hindi, Marathi, Kannada, Telugu and more, including code-mixed doctor–patient conversation
- Recognises medical entities — drug names, doses, conditions, procedures, lab tests — that general-purpose ASR gets wrong
- Structures the transcript into clinical notes, prescriptions and EMR-ready records
- Ships as a product — EkaScribe, an ambient AI scribe with SDKs and APIs
Read more
- Benchmark Update: Releasing Parrotlet-a 2.5 Pro
- Parrotlet-a 2 Pro: The Most Performant Speech Recognition Model for Indian Healthcare
- Parrotlet-A EN (5B) – Medical ASR LLM
- Beyond Traditional WER: Semantic WER for ASR
- When De-noising Hurts: Speech Enhancement Effects on Medical ASR
Models and datasets
- Parrotlet-a 2.5 Pro · Parrotlet-A-EN-5B
- Evaluation sets: Eka Medical ASR Evaluation Dataset (with public leaderboard) · Clinical Note Generation Dataset

