Fiund / Dataset directory
A directory for a specific data need.
A useful call dataset brief distinguishes real customer-agent calls from staged conversations, single-channel mixtures from separate speaker tracks, and recordings from their transcripts. Call Datasets is a Fiund sourcing site for buyers who need those distinctions resolved before evaluating a collection.
Browse the category
Start with the intended use.
| Source focus | Project definition | Sourcing status |
|---|---|---|
| Telephone speech data for ASR | Scope call recordings and reference transcripts for speech recognition training or evaluation. | Project-specific review |
| Call data for speaker diarization | Plan speaker-turn references, overlap cases, and channel requirements for who-spoke-when tasks. | Project-specific review |
| Call conversations for intent and summarization | Specify call reasons, evidence-backed summaries, and task labels for conversation understanding. | Project-specific review |
| Multilingual telephone conversation data | Plan language combinations, mixed-language speech, and reference review for call audio tasks. | Project-specific review |
| Held-out call data for model evaluation | Design independent conversation tests with clear references, useful slices, and documented limitations. | Project-specific review |
This directory describes sourcing options and specification questions. It is not a live inventory or a promise of available files, volume, samples, or cleared rights.
Source requirements
What belongs in the specification.
Source and scenario
Real or staged; inbound or outbound; industry, date range, and interaction types.
Audio channels
Mono mixture, stereo separation, or independent tracks; source encoding and sample rate.
Transcript scope
Verbatim or normalized text, timestamps, speaker labels, overlap, and non-speech conventions.
Permission and privacy
The specific proposed training uses, relevant source permissions, and de-identification requirements.
Project workflow
A reviewable route to a dataset.
Define the target
A useful call dataset brief distinguishes real customer-agent calls from staged conversations, single-channel mixtures from separate speaker tracks, and recordings from their transcripts. Call Datasets is a Fiund sourcing site for buyers who need those distinctions resolved before evaluating a collection.
Write the specification
Languages, dialects, and regions; Call scenarios and real-versus-staged requirements; Hours, call lengths, and channel layout; Transcript and redaction specifications; Intended model use and licensing terms. These details establish the project’s review criteria and reveal where further clarification is needed.
Review sourcing fit
Discuss which existing sources or collection approaches could address the brief. Identify access constraints, source documentation, and unanswered permission questions before treating a category as usable inventory.
Inspect representative material
Where appropriate material can be shared, agree on handling and inspect it against the specification. Record defects, coverage gaps, and annotation questions against exact source identifiers.
Agree the project scope
Confirm the selected material, intended uses, preparation work, acceptance criteria, commercial terms, and delivery arrangements in a project-specific agreement.
Review the handoff
Check file references, manifests, documented processing, and accepted exceptions. Keep permission review and technical acceptance explicit, and resolve open issues before the collection is treated as approved for the intended use.
Common questions
Before you source.
Is stereo audio necessarily separated by speaker?
No. A two-channel file should be inspected to establish what each channel contains. If agent and customer separation is required, state it explicitly and request samples that demonstrate the channel layout.
Can I request authentic calls instead of role-play?
Yes. Make authenticity a required property and identify acceptable scenarios. Source documentation, permissions, and privacy handling need project-specific review.
Can I send a short inquiry without a complete specification?
Yes. Start with language, approximate volume, scenario, and intended use. Jaeden can follow up on the missing details before discussing suitable sources or samples.