Sourcing field guide
Episodes are editorial units; sessions are recording units
Choose the unit that fits your experiment before counting podcast hours.
← Podcast Datasets
Fiund / Resources
The resource library.
Original guides to podcast datasets: source selection, collection design, annotations, evaluation, and project review.
27 guides shown
Sourcing field guide
How to request separate podcast recording tracks
Plan a track-level request without assuming every archive contains isolated microphones.
Sourcing field guide
Advertising boundaries in podcast collections
Distinguish original conversation, sponsorship reads, and dynamically inserted material.
Sourcing field guide
A practical channel manifest for podcast audio
Describe what each file and channel actually contains.
Sourcing field guide
Recurring hosts can dominate a podcast speech collection
Measure unique conversation coverage as well as total duration.
Sourcing field guide
Choosing a podcast transcript specification
Verbatim words, readable prose, and timed annotations serve different purposes.
Sourcing field guide
Finding timestamp drift in long podcast recordings
Check the beginning, middle, and end before accepting aligned annotations.
Sourcing field guide
Microphone variation in conversational podcast data
Decide which recording differences help the intended model.
Sourcing field guide
A podcast audio acceptance review that catches real problems
Review source identity, signal quality, and annotation fit together.
Sourcing field guide
Triage for damaged or incomplete podcast recordings
Separate recoverable issues from files that cannot support the requested task.
Sourcing field guide
When podcast pauses are signal, not waste
Set a silence policy that matches the conversation task.
Sourcing field guide
Overlapping speech in interviews and panels
Describe interruptions and simultaneous talk as explicit annotation decisions.
Sourcing field guide
Music and sound design in podcast source material
Create a reviewable policy for theme music, stings, and background beds.
Sourcing field guide
Grouping podcast recordings for credible evaluation
Choose holdout boundaries before training on a large archive.
Sourcing field guide
What podcast publishers should include in a data inquiry
Start with an archive description before transferring recordings.
Sourcing field guide
Pairing podcast video with the right audio edition
Keep audiovisual conversation aligned through editing and export.
Sourcing field guide
Designing a useful podcast topic distribution
Avoid treating show labels as a complete description of conversation.
Sourcing field guide
Tracing podcast derivatives back to their source
Connect clips, exports, and transcripts without counting them as new conversations.
Sourcing field guide
Contributor review questions for podcast data sourcing
Organize the information a project needs before permission decisions.
Sourcing field guide
Writing a podcast dataset quote brief
Help a sourcing team estimate the work your project actually requires.
Sourcing field guide
Interviews and panels need different dataset specifications
Design for the conversation structure you want to model.
Sourcing field guide
Why edit decision records matter for podcast datasets
Explain how a polished master differs from its recording source.
Sourcing field guide
Specifying multilingual podcast conversation
Distinguish language coverage, accents, and code switching.
Sourcing field guide
Documenting enhancement and processing in podcast audio
Distinguish original recordings from cleaned or generated derivatives.
Sourcing field guide
Selecting a representative podcast review package
Make a small review informative about the larger proposed collection.
Sourcing field guide
How to source a podcast dataset for speech AI
Define conversation coverage, source recordings, exclusions, and participant review.
Sourcing field guide
Prepare a podcast audio dataset brief
Plan source manifests, transcript conventions, content exclusions, and acceptance review.