AI Copilot & Glossary Management
DuRT pairs speech transcription with contextual Large Language Models (LLMs) and custom terminology management to turn raw transcripts into publication-ready content.
1. Context-Aware AI Copilot (LLM Chat)
Built directly into TaskStudio, the AI Copilot side panel enables conversational intelligence without leaving your editing canvas:
- Full Transcript Context: The Copilot automatically ingests the current task's text, timestamps, and speaker metadata.
- Interactive Multi-Turn Dialogue: Ask questions about the audio ("What did Speaker 2 conclude about the budget?", "Summarize this meeting into 5 bullet points").
- One-Click Apply: Copilot can propose rewrite suggestions or translations; click Apply to instantly update the subtitle blocks on your timeline.
2. Professional Glossary Management (Term Mapping)
Speech recognition models frequently struggle with company names, industry acronyms, technical jargon, and homophones. DuRT's Glossary Management solves this at the root.
How Glossary Works
- ASR Homophone Correction: Define word replacement pairs (e.g., replace misheard
"杜日特"with"DuRT", or"Kubes"with"Kubernetes"). - Translation Consistency: Ensure specialized industry phrases are translated consistently across thousands of sentences without model drift.
- Workspace-Scoped or Global: Assign specific glossaries to specialized workspaces (e.g., Medical, Legal, Tech, Gaming).
3. Reusable Prompt Templates
Instead of typing custom instructions repeatedly, DuRT organizes prompts into five distinct categories:
| Category | Purpose | Example |
|---|---|---|
| Proofreading | Fix oral hesitations, filler words ("um", "like"), and add punctuation | Grammar & Spoken Cleanup |
| Translation | Translate subtitles while strictly preserving timestamp formatting | Bilingual Subtitle Translator |
| Segmentation | Intelligently split long sentences into natural 5-8 second subtitle cards | Semantic Boundary Splitter |
| Summarization | Extract action items, meeting minutes, and executive briefs | Meeting Takeaways Generator |
| Creation | Turn transcriptions into blog posts, podcast show notes, or tweets | Podcast Show Notes & Highlights |