Dataset · Speech
Speech recognition training data
ASR models fail on real calls because they were trained on clean reads. Harbor licenses real conversation, noise and all.
15.6M hours
of real conversational audio
Real-world acoustics
Phone-line audio, studio interviews and broadcast radio, so your model hears the conditions it will run in.
Privacy handled before delivery
Spoken personal details are found with word-level timestamps and silenced in the audio, and the matching transcript text is masked.
- Emails, phone and card numbers
- Names and places
- A provenance report with every file
How licensing works
01
Tell us the use
The model, the task and the volume you need. An NDA covers everything that follows.
02
Get a sample
We confirm the exact subset, rights and delivery format, and send a sample before anything is priced.
03
License
Every record ships scrubbed of personal data, with consent records and a written license.
04
Fill the gaps
If the inventory doesn’t cover it, Harbor Collect records it to your spec.
Questions
- Is the data cleared for commercial model training?
- Rights are confirmed per project before pricing, and every delivery comes with a written license covering the agreed use.
- How is personal data handled?
- Faces, screens, spoken personal details and file metadata are scrubbed before delivery, and each redaction is logged in a provenance report.
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ASR models fail on real calls because they were trained on clean reads. Harbor licenses real conversation, noise and all.