How we achieved 20 concurrent low-latency regional voice agents on a single L4 GPU using Pipecat and a fine-tuned TTS
Most voice agent setups work great in English, but trying to get natural-sounding, low-latency conversational AI in regional Indian languages like Malayalam is a massive headache. Standard off-the-shelf models either sound robotic, mess up the pronunciation, or cost way too much per minute to make…
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- 2026-10-17 17:29 · r/AI_Agents
How we achieved 20 concurrent low-latency regional voice agents on a single L4 GPU using Pipecat and a fine-tuned TTS