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Sonexis
Real conversational voice data for AI in production
Sonexis builds real conversational voice datasets for AI systems. Most models are trained on clean, synthetic audio. That works in demos but breaks in production. We create structured, consented conversations across Indian English, Hindi, Hinglish, Punjabi, and Marwadi, capturing interruptions, code-switching, accents, and context shifts. Built for teams training and evaluating voice AI for real world use
We started Sonexis after seeing the same issue again and again.
Voice models perform well in demos, but break once you put them into real conversations.
Not because of the model, but because of the data.
Most datasets are clean, single speaker, and scripted. Real conversations are none of that. People interrupt, switch languages mid sentence, change context, and speak in ways that don’t show up in training data.
We’re building structured, consented conversational datasets that capture this properly across Indian English, Hindi, Hinglish, Punjabi, and Marwadi.
Curious to hear how others are handling this, especially if you’ve seen models struggle outside controlled environments
About Sonexis on Product Hunt
“Real conversational voice data for AI in production”
Sonexis was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #94 on the daily leaderboard. Sonexis builds real conversational voice datasets for AI systems. Most models are trained on clean, synthetic audio. That works in demos but breaks in production. We create structured, consented conversations across Indian English, Hindi, Hinglish, Punjabi, and Marwadi, capturing interruptions, code-switching, accents, and context shifts. Built for teams training and evaluating voice AI for real world use
On the analytics side, Sonexis competes within Developer Tools and Artificial Intelligence — topics that collectively have 977.2k followers on Product Hunt. The dashboard above tracks how Sonexis performed against the three products that launched closest to it on the same day.
Who hunted Sonexis?
Sonexis was hunted by NIKHIL. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Sonexis including community comment highlights and product details, visit the product overview.
NIKHIL