FIUND / Multimodal AI

Keep the conversation and its visual context together.

Explore connected audio and video for models that interpret speech, people and visual context. Source relationships, sequence boundaries and agreed annotations matter as much as the individual files.

FIUND / COLLECTION STRUCTURE
01
Recording

Conversation context

source
02
Speaker turns

Boundaries · roles · overlap

segments
03
Written representation

Language · timestamps · text

transcript
ILLUSTRATIVE FORMAT Assets confirmed per collection

Model tasks

Choose data for the behavior you need.

01

Connect speech to visual context

Select recordings where the audio and picture describe the same event. Confirm source relationships and timing information in a representative sample.

02

Understand longer sequences

Specify whether the task needs full sessions, continuous scenes or bounded clips. Preserve the context around an interaction rather than selecting isolated highlights.

03

Evaluate cross-modal understanding

Define the questions or behaviors your model should handle. Agree which transcripts, timestamps and visual annotations support that assessment.

Relevant data types

Explore the source formats and context that could support your task. Access and suitability are confirmed for each proposed project.

Scope before scale

Define a sample you can evaluate.

Source relationships

Original recordings, combined views, individual tracks and the identifiers linking them.

Temporal context

Sequence length, timestamps, edits, offsets and synchronization requirements.

Interpretation

Transcript coverage, task labels and other annotations required for your model.

Sample review

Questions to settle early

  • Audio and video source relationships are clear
  • Sequence boundaries suit the task
  • Timing requirements are checked on a sample
  • Included annotations are listed
Quality & delivery documentation ↗

Start with a collection.

Review the published collection scope, then request a sample for your intended evaluation. Other sources and annotations are scoped separately.

Frequently asked questions

Are audio and video always synchronized?

Synchronization should be checked for the selected source and intended task. Required alignment tolerances and any preparation are agreed for the project.

Can I request original tracks rather than combined video?

Specify the views and audio tracks you need. Available source components and delivery formats are confirmed for the proposed collection.

Are action labels included?

Only annotations listed in the agreed scope are included. New labeling requirements are discussed separately from the source recordings.