call summarizer language error mixed Spanish English call summary incomplete failure

TL;DR

Re-transcribe with a multilingual or code switching capable model and summarise both language spans, because the call switched between Spanish and English and the single language pipeline dropped or garbled the Spanish segments, leaving a summary of only half the conversation. Start with the transcript language spans, marking which segments are Spanish and which are English, 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.

call summarizer language error mixed Spanish English call summary incomplete failure

Use this when

• You see this exact message or symptom: call summarizer language error mixed Spanish English call summary incomplete failure
• 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 transcript language spans, marking which segments are Spanish and which are English, 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 which minutes are in which language, the transcriber language setting, and summary sections with no source segment in the transcript. 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: Re-transcribe with a multilingual or code switching capable model and summarise both language spans, because the call switched between Spanish and English and the single language pipeline dropped or garbled the Spanish segments, leaving a summary of only half the conversation. 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 result checks out against the source for that item
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

call summarizer language error mixed Spanish English call summary incomplete failure

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: Multilingual transcription in Deepgram, AssemblyAI, Whisper based pipelines.

Why it happens

Mixed language calls are normal in many territories. A monolingual model does not flag the other language, it mangles it, so the summary looks complete while missing every segment spoken in the second language.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_CMWXbLqpJeO19IpuGU4Xcg