Technically, the workflow operates as a pipeline: PDF text is extracted and sent to an LLM (GPT-5) to generate a structured, two-host podcast script. Each host’s lines are routed to Smallest AI’s TTS engine for rapid, high-fidelity voice synthesis (including voice cloning). The resulting audio clips are concatenated in JavaScript and delivered via email or other channels.
Developers typically build:
- Automated podcast generation from whitepapers, reports, or memos
- Multilingual audio briefings for internal teams
- Personalized podcast episodes with cloned voices
- AI podcast clip generator for social media
- Educational audio content from lecture notes
- Automated content repurposing for marketing