A developer has released a command-line tool that automatically removes filler words—'um,' 'uh,' 'erm'—from recorded speech. According to the creator, the engineering challenge proves more complex than expected: accurately distinguishing filler words from natural speech patterns while avoiding false positives and preserving audio quality. The tool runs locally, making it practical for podcasters, content creators, and anyone looking to polish voice recordings before distribution.

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