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"My name is... my name is...": A Linguistic Map for Voice Agents — Midam Kim, ServiceNow

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youtube.com
Author
AI Engineer
Date

Context

Fixing speech recognition alone may leave a voice conversation broken. This linguistic framework separates listening and speaking, then examines sounds, words, interaction and the user's understanding within each. Mishearing a name, pronouncing it incorrectly and interrupting its spelling therefore require different diagnoses.

The layers also interact. A system that recognizes a correction but keeps saying the name incorrectly has not repaired the conversation. The framework directs to what the caller believes the system understood, since spoken exchanges do not leave the same visible history as text chat.

Terms in this piece · Glossary
  • attention — The mechanism that lets a model weigh which earlier words matter for the word it's currently processing — the core operation of a transformer.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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