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© 2026 AIVA Technologies Pvt. Ltd.·Made with care in Rajkot, answering in 12 languages.
‹ All changelog entries
Fixv2.3.1·Mar 31, 2026

Voice latency reduced from 280ms to 240ms

A rewrite of the voice inference pipeline ships in v2.3.1. 40ms shaved off the end-to-end round-trip, taking us from 280ms to 240ms median latency.

The wins came from three places: smarter chunking on the ASR side, removing a JSON serialization step in the inference broker, and pre-warming the TTS voice instance before the first user turn finishes.

Why this matters

40ms doesn't sound like much, but it compounds. On a 20-turn voice call, that's 800ms returned to the customer. More importantly, it pushes us under the 250ms threshold where conversation starts feeling natural rather than stilted.

The engineering write-up has the full story, including the failed approaches that led us here. Read the write-up.

No customer action required. Rolled out gradually over 48 hours; all customers now on the new pipeline.

‹ Older releasev2.2.4 · Mar 18, 2026Newer release ›v2.4.0 · Apr 14, 2026
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