Skip to main content

Live Demos

Real outputs. Real source material.

See how R2 Mechanics turns difficult recordings into structured, reviewable outputs.

Each live example highlights a different material type, output format and research or archival workflow.

Featured Showcases

The current generation, in full.

Difficult Historical Audio · Review-Driven

Nixon Exhibit 21 — Difficult Historical Audio

A difficult historical recording transformed into a structured, searchable and reviewable record — with synchronized source access, speaker structure, diagnostic review regions and a source-aligned transcript.

Source audio · Transcript · Chapters · Speaker structure · Review map · Targeted review

Open Nixon Showcase →

Legal Long-Form · Structured Review

Kennedy v. Braidwood — Long-Form Legal Audio

A full-length legal recording transformed into a structured, searchable and reviewable record with synchronized audio, chapter navigation, speaker-aware sections and direct access to the source.

Long-form audio · Structured transcript · Chapters · Speaker navigation · Review visibility

Open Braidwood Showcase →
Multilingual Institutional Archive — source intelligence map preview

Multilingual · Speaker-aware · Translation layer

Multilingual Institutional Archive

A long-form institutional recording reconstructed across multiple languages and speakers, with source-linked excerpts, language and speaker navigation and a separate German translation layer for research and access.

1:27:12 source duration · 11 detected languages

Open Multilingual Showcase →

Additional Examples

Other material types, other workflows.

Long-Form · Multi-Speaker

UAP Congressional Hearing (2024)

A full-length public hearing with approximately 16 speakers and extensive conversational structure.

Demonstrates

  • Speaker-aware segmentation
  • Chapter navigation
  • Segment-level audio playback
Open live demo →

Structured Long-Form Output

UAP Congressional Hearing (Sep 2025)

A long public hearing transformed into a navigable, structured transcript for review, navigation and further analysis.

Demonstrates

  • Timestamp navigation
  • Long-form segmentation
  • Structured long-form processing
Open live demo →

Long-Form · Educational

Alan Watts — The Natural Environment

A long-form lecture presented as a synchronized reading and listening experience.

Demonstrates

  • Audio-text synchronization
  • Chapter structure
  • Segment-level navigation
Open live demo →

These are working outputs, not interface mock-ups.

Each example opens a real structured transcript produced from source audio.

What you can inspect in the live demos.

Speaker Structure

See how multi-speaker recordings are divided and made navigable.

Source-Aligned Timing

Move between transcript passages and the corresponding point in the recording.

Chapter Navigation

Navigate long recordings by meaningful sections instead of scrolling through continuous text.

Synchronized Playback

Review transcript and source audio together.

Structured Research Output

Turn long recordings into searchable material for analysis and further work.

Offline-First Delivery

Outputs can be delivered as self-contained structured documents rather than cloud-dependent interfaces.

Have material like this?

Tell us what you are working with. We can assess the source conditions and define the appropriate processing scope and outputs.

Discuss your project → See how the process works →