Unverified50% confidenceFactExact time

Approximately 15–25% of the content in spontaneous speech consists of filler words, sentence repetitions, self-corrections, and other redundancies.

1

Sources

50%

Confidence

Long-term

Relevance

8/11/2026

First Seen

Sources

SpeakoFlow: Open-Source Local Voice Assistant — A Privacy-First System-Wide Voice Input Tool for Desktop

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Unverified热词偏置的偏置权重设置过高会导致误召回，设置过低则无法有效纠正音译行为65% similar UnverifiedIn multi-turn agent conversations, token consumption is often 5–10 times that of ordinary conversations due to the need to carry tool call results, historical context, and system prompts.65% similar

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