Live Demos
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
Difficult Historical Audio · Review-Driven
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
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 · Speaker-aware · Translation layer
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
Long-Form · Multi-Speaker
A full-length public hearing with approximately 16 speakers and extensive conversational structure.
Demonstrates
Structured Long-Form Output
A long public hearing transformed into a navigable, structured transcript for review, navigation and further analysis.
Demonstrates
Long-Form · Educational
A long-form lecture presented as a synchronized reading and listening experience.
Demonstrates
These are working outputs, not interface mock-ups.
Each example opens a real structured transcript produced from source audio.
See how multi-speaker recordings are divided and made navigable.
Move between transcript passages and the corresponding point in the recording.
Navigate long recordings by meaningful sections instead of scrolling through continuous text.
Review transcript and source audio together.
Turn long recordings into searchable material for analysis and further work.
Outputs can be delivered as self-contained structured documents rather than cloud-dependent interfaces.
Tell us what you are working with. We can assess the source conditions and define the appropriate processing scope and outputs.