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NIN MODELS / SPEECHUpcoming

NIN-Align-v1

Connect each word to its moment.

Upcoming model. Capabilities describe our plans; weights and inference are not available.

NIN / WORKFLOW STUDYIllustrative
Hello0.20 → 0.55 severyone0.60 → 1.10 s

Word timestamps · invented for this illustration

Planned outputHuman review →
WORKFLOW STUDY / SPEECH

From source to something useful.

Illustrative example, authored by NIN. This is not a live model prediction.

  1. 01 / SOURCE

    Recording + transcript scenario

    A recording begins with the words: “Hello everyone.”

  2. 02 / FOCUSED MODEL

    NIN-Align-v1

    Pair a recording with its transcript to locate words in time.

    Planned capability
  3. 03 / REVIEW

    Illustrative word timestamps

    Times here are invented to show the intended format. Alignment quality and supported formats will need evaluation.

Inspect the example input and output

Recording + transcript scenario

A recording begins with the words: “Hello everyone.”

Illustrative word timestamps

[
  { "word": "Hello", "start": 0.20, "end": 0.55 },
  { "word": "everyone", "start": 0.60, "end": 1.10 }
]
THE PLANNED JOB

Connect each word to its moment.

Align transcript words with recording timestamps for captions, playback navigation and searchable meeting notes.

  1. Pair a recording with its transcript to locate words in time.

  2. Prepare word timestamps for captions and playback navigation.

  3. Connect searchable notes to the relevant moment in a recording.

PLANNED DEPLOYMENT

On-device / private-hosted

Built around your workflow.

On-device execution in NIN products and private hosting for organisational workflows are intended deployment options.

Details after evaluation.

Model size, hardware requirements, supported formats, licensing and measured performance will be documented when available. No release date is announced.

BUILD WITH NIN

Where could NIN-Align-v1 help?

Tell us about your workflow, the data it uses and what a useful result would look like. Discuss an evaluation partnership with NIN.

Discuss this model ↗
NIN-Align-v1 — Upcoming model | NIN