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Fast ASR for voice agents: bring your own turn detection

Blog post from AssemblyAI

Post Details
Company
Date Published
Author
Kelsey Foster
Word Count
1,836
Company Posts That Month
20
Language
English
Hacker News Points
-
Post removed?
No
Summary

The discussion centers around the strategic decision of whether to use built-in turn detection from streaming speech-to-text (STT) providers or to implement custom voice-activity detection (VAD) for voice agents, highlighting the benefits and trade-offs of each approach. Teams that have fine-tuned their own VAD systems may prefer to bypass the built-in turn detection of streaming models, opting instead for the speed and control of a synchronous HTTP approach to return transcripts quickly and accurately after a turn ends, minimizing latency in the conversation flow. This enables these teams to keep control over the conversation dynamics and maintain high transcript accuracy, which is crucial for the effectiveness of language models in processing user input. Meanwhile, teams that prioritize ease and speed of deployment might choose built-in solutions, which offer integrated turn detection and mid-utterance streaming capabilities, albeit with less control over the endpointing process. The decision ultimately hinges on whether the priority is maintaining control over the conversation loop or achieving quick deployment with pre-configured solutions.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Real-time 16 2,883 708 173 -49%
Voice AI 13 2,368 169 40 -23%
LLM 3 3,751 612 168 -39%
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