Model card: whole-process CPU share, like for like
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README.md
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@@ -24,8 +24,9 @@ A silence-aware, streaming end-of-turn detector for voice agents, built on Pipec
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at the VAD stop followed by a 3 s timeout, it scores the conversation every 100 ms on the CPU and
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decides at 0.2 / 0.5 / 1.2 s of silence with thresholds fitted to a false-alarm budget. On real
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multi-party conversation (AMI Meeting Corpus) it ends the turn on 5 % of mid-turn pauses where the
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stock rule fires on 42 %, and brings the 90th-percentile response time from 3.2 s to 1.3 s.
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Code (Pipecat 1.14 turn analyzer, eager-then-commit stop strategy, training and evaluation):
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[github.com/OpenHRIai/smart-turn-streaming](https://github.com/OpenHRIai/smart-turn-streaming).
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at the VAD stop followed by a 3 s timeout, it scores the conversation every 100 ms on the CPU and
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decides at 0.2 / 0.5 / 1.2 s of silence with thresholds fitted to a false-alarm budget. On real
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multi-party conversation (AMI Meeting Corpus) it ends the turn on 5 % of mid-turn pauses where the
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stock rule fires on 42 %, and brings the 90th-percentile response time from 3.2 s to 1.3 s. A Pipecat
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process with it takes about 17 % of one Apple M4 core against 9 % with the stock analyzer (the detector
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alone is 9 % in a tight loop); numpy and onnxruntime only.
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Code (Pipecat 1.14 turn analyzer, eager-then-commit stop strategy, training and evaluation):
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[github.com/OpenHRIai/smart-turn-streaming](https://github.com/OpenHRIai/smart-turn-streaming).
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a306d54295287307661a698d7a91e2b8c22a47413f4fba9c3e046520cf028125 LICENSE
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d52fd9c7c19eec9f0bec3107554c10937203e261259d73b01637a61501fec7f7 AMI_LICENCE.txt
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20776de499440d708a0e6703b52dfa0102ed64e83cb00565e7b2e07c22f7998c ATTRIBUTION.md
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0b4e5dffd9c12fd9c7dbe141fefced401a64054aaf4bfec5af766ef0ce090073 README.md
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a306d54295287307661a698d7a91e2b8c22a47413f4fba9c3e046520cf028125 LICENSE
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d52fd9c7c19eec9f0bec3107554c10937203e261259d73b01637a61501fec7f7 AMI_LICENCE.txt
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20776de499440d708a0e6703b52dfa0102ed64e83cb00565e7b2e07c22f7998c ATTRIBUTION.md
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