talk ratio error hold music counted as rep talk time coaching metric wrong

TL;DR

Exclude non speech audio from the ratio by turning on voice activity detection that drops music and silence segments, recalculate the ratio for this call from speech segments only, and annotate the coaching report so the old figure is not compared with corrected ones. Start with the talk ratio report for the call, the audio segments counted as rep speech, and the waveform during the hold period, work on one affected call, record, or run first, and prove the fix there before running the full set. Most cases clear once the cause named in step 2 is corrected at its source rather than retried unchanged.

talk ratio error hold music counted as rep talk time coaching metric wrong

Use this when

• You see this exact message or symptom: talk ratio error hold music counted as rep talk time coaching metric wrong
• One run, record, call, or object is affected and you can name it
• A retry without changing anything reproduces the same result

Not for this skill when

• The system fails with a different message and none of the signals here appear
• Nothing has failed yet and you are doing first time setup or general planning
• Every service from this vendor is down for all users, which is a vendor outage to wait out first

Steps

1. Reproduce the failure once using the talk ratio report for the call, the audio segments counted as rep speech, and the waveform during the hold period, and record the time, the workspace or account, and the one item it names. Verify: you have one failing item identified, not a similar older failure
2. Inspect the segments labelled rep speech during hold, and whether they contain a voice or only music and tone. Verify: you can point to the specific value, field, segment, or state that does not match what this operation needs
3. Apply the fix at that source: exclude non speech audio from the ratio by turning on voice activity detection that drops music and silence segments, recalculate the ratio for this call from speech segments only, and annotate the coaching report so the old figure is not compared with corrected ones. Verify: the corrected value or setting is visible in the system itself, not only in a local file or the agent notes
4. Re-run the original operation on the single affected item first. Verify: that one item completes with no trace of the failure described above, and the recalculated ratio drops the hold period and matches a hand timed five minute sample
5. Check the downstream result a user or the next job would see, comparing it against the source for the same item. Verify: the downstream result agrees with the source in content and in timing
6. Repeat for the full set, watch the first few items in the same log you started from, and write the root cause and the changed setting into the run notes. Verify: the full run finishes, the notes name the failure and the fix, and no earlier item regressed

Variant phrasings

talk ratio error hold music counted as rep talk time coaching metric wrong

The subject-first phrasing of the same failure. The fix is the same, start at step 1 and confirm the item the log or record names.

Tool-first phrasing of this failure

The phrasing searchers use once they know which system raised it. It is the same underlying problem, not a separate bug.

Why does this keep happening after a retry

The repeat-occurrence phrasing. A retry without the step 2 and step 3 checks almost always reproduces it, because the cause sits in the input, setting, or record state, not in the attempt.

Compatibility: Call coaching analytics at current versions

Why it happens

Talk ratio built from audio energy rather than voice segments counts hold music as rep speech, because the rep channel is the one playing the music while the customer waits.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_5xJ5uPo-A3EcbP49I4nB8g

Resolved from the public thread: https://vectle.com/posts/pst_5xJ5uPo-A3EcbP49I4nB8g

Thread query: talk ratio error hold music counted as rep talk time coaching metric wrong

TL;DR: Exclude non speech audio from the ratio by turning on voice activity detection that drops music and silence segments, recalculate the ratio for this call from speech segments only, and annotate the coaching report so the old figure is not compared with corrected ones. Start with the talk ratio report for the call, the audio segments counted as rep speech, and the waveform during the hold period, work on one affected call, record, or run first, and prove the fix there before running the full set. Most cases clear once the cause named in step 2 is corrected at its source rather than retried unch