Design¶
Table of Contents:
Audio Chunking Algorithm Design Document - Design for splitting diarization segments into five-minute audio chunks using greedy accumulation and speaker-aware boundaries.
Diarization Algorithms - This document details the key algorithms in the diarization system, focusing on high-level design without implementation details. Each algorithm is presented with its inputs, outputs, and process flow.
Diarization Chunker Module Design Strategy - I've analyzed the current system and PoC code to propose a modular, extensible design for integrating the diarization chunking functionality into your tnh-scholar project.
Diarization System Design - Detailed architecture for the diarization pipeline, covering segmentation, track extraction, and transcript remapping.
Interval-to-Segment Mapping Algorithm - Algorithm for mapping chunk-relative transcription intervals back to diarization segments using overlap and proximity.
Simplified Language-Aware Chunking Design - Language-aware chunking strategy that augments diarization splits with practical language detection heuristics.
Language-Aware Chunking Orchestrator Notes - Working notes for extending the DiarizationChunker orchestrator with language-aware strategies.
Modular Pipeline Design: Best Practices for Audio Transcription and Diarization - This document summarizes a detailed design and refactoring discussion on building a clean, modular, and production-ready audio transcription pipeline, with a focus on diarization chunking and robust system structure. It includes architectural patterns, file organization, and code hygiene practices.
Practical Language-Aware Chunking Design - Practical heuristics for detecting language changes during chunking when diarization output is noisy.
Speaker Diarization Algorithm Design - This document details the key algorithms referenced in the main diarization system design. Each algorithm is presented with a clear breakdown of its inputs, outputs, and processing steps.
Speaker Diarization and Time-Mapped Transcription System Design - System design for mapping diarization outputs to speaker-specific transcriptions with accurate global timelines.
TimelineMapper Design Document - Design for the TimelineMapper component that reprojects chunk-level transcripts into the original audio timeline.
This file auto-generated.