Fiund / Speech & conversation data

Speech data for AI

A specification that connects the source to the model task.

A clear review process

What to establish for your project.

Start with the objective

Describe the model, learning or evaluation task and the conditions it must handle. Recognition, synthesis and dialogue projects can require different source recordings and preparation.

Define audio and annotation

Set recording level, channels, encoding, sample rate, transcripts, timestamps and speaker-label requirements. Mark which fields are essential and which are preferences.

Review coverage and provenance

Assess source-session relationships, repeat speakers, language groups and editorial exclusions. Ask for the available evidence needed to connect proposed files to their origin and intended use.

Build a practical next step

Send a short project brief to Fiund. A first conversation can identify the missing requirements, review a suitable sample approach and establish the scope for a project-specific proposal.

Jaeden Schafer, founder of Fiund
Jaeden Schafer
Founder, Fiund
Your project contact

For research, engineering & procurement teams

A direct conversation.
A well-defined next step.

Speak directly with Jaeden Schafer about the recordings, documentation and preparation your speech-data project needs. Start with the model task and agree on a clear source-review and commercial scope.

Technical requirementsDefine coverage, formats, annotations and acceptance criteria.
Source & permission reviewEstablish the documentation needed for your intended use.
Commercial scopeDiscuss samples, preparation, delivery and project-specific terms.

Continue your buyer research

Accented-speech evaluation datasets — Accented-speech evaluation data: supported coverage labels, benchmark limits, channel confounders, independent references and sourcing budgets.

Code-switching speech datasets for ASR evaluation — Code-switching ASR benchmarks: natural versus prompted speech, mixed-script references, scoring rules, source rights and pilot acceptance.

Business inquiries

Tell us what your
voice model needs.

Work directly with Jaeden Schafer at Fiund to discuss the source material, technical requirements and review your team needs.

A useful first brief

  1. Model task and intended uses
  2. Languages, speakers and conversation types
  3. Hours, recording level and source tracks
  4. Transcripts, labels and review criteria
  5. Project timing and commercial requirements
Prepare a project inquiry ↗