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A live testbed for realtime models

Confidential preview. Enter your access key to see the scale, the languages, and real example conversations.

Confidential. Every conversation here is from an opt-in, consented user and is anonymized.
Confidential. Please do not distribute.
Confidential

A live evaluation and post-training environment for your realtime audio models.

Deploy model variants into production conversations with 1M+ consented users and collect over 1M multilingual voice interactions every week.

Audio samples →
The metrics
1M+Users
1M+Conversations / week
30+Languages
48kHzSeparated audio
Endless multilingual data

Real audio across every language.

Live human speech in all of these, growing every day. We can prioritize the languages and accents you care about most.

The difference

Why this is different.

Traditional datasets
  • Static recordings
  • Fixed benchmarks
  • One-time collection
Yapper
  • Live production conversations
  • New data every day
  • Model-in-the-loop evaluation
  • Real user behavior
  • Full conversational trajectories
What you get

Three capabilities.

Deploy your models

Run experimental audio model variants in real production conversations.

Evaluate at scale

Collect over one million multilingual conversations every week from consented users.

Improve with trajectories

Every session includes aligned audio, transcripts, turn structure, and metadata for post-training and evaluation.

Example conversations

Voice samples.

Open any one to listen. Each conversation contains synchronized audio, transcripts, turn structure, and metadata.

Confidential. Real consented voice conversations from inside our apps. Each one opens the full trajectory: audio, transcript, and metadata. Anonymized and shared for evaluation under agreed terms.

Want a private testbed?

We can have your models live in our apps, talking to real people in 30+ languages, within a couple of weeks. Tell us which models and we will scope it.

Start a private pilot