Scientific Abstract & System Specification
Court reporting in Indian District and High Courts suffers from severe stenographer shortages, paper order delays, and lack of real-time diarized evidentiary transcripts. This system implements a multi-speaker streaming speech-to-text pipeline with legal procedural framing (Examination-in-Chief, Cross-Examination, Exhibits), CNR lookup, and instantaneous Roznama & order drafting.
Core Architectural Challenge
Institutional-grade digital courtroom record-keeping and multi-speaker transcription workspace for Indian judicial proceedings.
Mathematical Basis & Formal Invariants
Acoustic speaker clustering, spectral diarization embeddings, procedural finite-state transition models.
Key Empirical Findings & Benchmark Metrics
[01]
Live speaker diarization isolating Judge, Prosecution, Defense, and Witnesses.
[02]
Instantaneous Roznama drafting and automated verified court order generation.
[03]
Built for bandwidth-constrained judicial complexes with full local persistence.
Verification & Telemetry Testbed
Judicial Hearing Audio Diarization & Stenography Pipeline
Formal Verification & Engineering Stack
Ayaan SaifiMatrika RegmiNashra ZehraAlisha KhanQayad AliMohammad Aves