Speech / FIUND

Financial-market & trading conversations.

Explore long-form financial-market and trading conversations for domain-specific speech recognition, transcription and language-model evaluation. Scope natural multi-speaker discussions and specialist terminology.

Training & evaluation · Scope confirmed for your project

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

SOURCE CONTEXT

Recording context and language coverage.

Financial discussions contain ticker symbols, numbers and specialist vocabulary that need targeted transcript QA. Confirm which sessions have isolated speaker tracks and transcripts; do not assume published masters include either. Review guest permissions and any embedded third-party material. AI outputs are evaluated against the buyer’s task.

01

Market commentary and interviews

02

Trading discussions

03

Financial terminology in natural dialogue

MODEL TASKS

Financial speech recognition · Domain terminology evaluation · Conversation understanding

TECHNICAL BRIEF

Specify the speech you need.

These are decisions to agree for your collection, rather than specifications assumed across every source.

01

Domain and topic coverage

Specify the subject and participant mix you want represented. A focused sample should reflect the context in which your model will be evaluated.

02

Speaker tracks and transcript coverage

Specify the written representation you need, including speaker roles, language boundaries, timestamps or scan-to-text pairing where relevant.

03

Recording rights and third-party material

Identify the intended AI use, sensitive fields and any exclusions. The permissions and privacy treatment are confirmed for the selected material.

BEFORE DELIVERY

A defined scope.
A considered handoff.

Evaluate the fit.

Agree what a useful sample must demonstrate, including the source conditions and required relationships.

Confirm the permissions.

Review the intended AI uses, relevant exclusions and documentation for the selected material.

Agree the package.

Specify files, metadata, preparation and acceptance criteria before proceeding with delivery.

START A CONVERSATION

Let’s scope your
data request.

Tell us what your model needs from financial-market & trading conversations. We’ll assess the sourcing options and discuss a suitable next step.

Availability and collection terms are confirmed after review.

Financial-market & trading conversationsDATA ENQUIRY

We use these details to respond to your enquiry. Privacy policy. Prefer email? jaeden@fiund.com.

Frequently asked questions

How should I specify language coverage?

Name the countries or varieties, recording setting and speaker mix you need. Include transcript, speaker separation and code-switching requirements so the proposed sample can be assessed against your task.

What should I include in a financial-market & trading conversations brief?

Start with your model task and the source material you need. Include domain and topic coverage, speaker tracks and transcript coverage, recording rights and third-party material so we can assess fit and propose a useful evaluation sample.

When are availability, pricing and permissions confirmed?

After we assess your brief and identify suitable material or a capture scope. Samples, permitted AI uses, preparation and delivery terms are agreed for the proposed collection before a purchase.