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Inside Our 96% to 2% ElevenLabs Speech Classifier & 71% to 6% AI Detector Sample Benchmark

One source recording, one processed output, two sets of third-party screenshots. Here is what can be observed, what remains unknown, and how to evaluate your own voiceover.

THE COMPARISON STUDIO

Hear the difference.
Judge for yourself.

Play the supplied before-and-after recordings. This is one example, not a promise of the same outcome for every source file.

EXAMPLE / 01

Listen to the supplied test clip.

A roughly 31-second AI-generated source recording and its processed output, provided by VoxErase.

ORIGINAL AUDIO01 / SOURCE
PROCESSED AUDIO02 / OUTPUT

The audio files are real. The decorative waveforms are illustrative and do not plot their measured signals.

WHAT YOU RECEIVEOne privately delivered, processed audio file.Send your recording
OWNER-SUPPLIED TEST EXAMPLE

Results for this
one sample.

These screenshots show point-in-time outputs from two third-party tools. Detector scores depend on the file, service and test conditions; neither result predicts other recordings.

ELEVENLABS SPEECH CLASSIFIER
ORIGINAL96%matchPROCESSED2%match

Numbers shown in the supplied classifier screenshots for this test example.

AI VOICE DETECTOR
ORIGINAL71%AI scorePROCESSED6%AI score

Overall AI scores shown in the supplied five-segment scan screenshots.

FILE FORMAT CHECK
ORIGINALWAV48 kHz · mono · 31.05 sPROCESSEDMP344.1 kHz · mono · 192 kb/s · 30.88 s

Format and duration read from the supplied audio files. No mastering certification is implied.

ElevenLabs classifier

SUPPLIED SCREENSHOTS
ElevenLabs classifier screenshot for the original sample, showing 96 percent match
Original: 96% match
ElevenLabs classifier screenshot for the processed sample, showing 2 percent match
Processed: 2% match

AI Voice Detector scan

SUPPLIED SCREENSHOTS
AI Voice Detector original sample screenshot showing 71 percent overall AI score
Original: 71% AI score
AI Voice Detector processed sample screenshot showing 6 percent overall AI score
Processed: 6% AI score

Screenshots and audio were supplied for this example. VoxErase is independent of both detector providers. These tools are not a universal test of human origin, provenance watermarks, or platform acceptance.

What the supplied example shows

The original WAV is approximately 31 seconds; the processed MP3 is approximately 31 seconds. In the supplied ElevenLabs Speech Classifier screenshots, the match shown for this sample changes from 96% before to 2% after. In the supplied AI Voice Detector screenshots, the overall AI score changes from 71% to 6%.

Those are point-in-time outputs from two tools, not independent replication or a predicted result. The recordings also differ in container and encoding. Do not treat the number change as proof of human origin, watermark removal, or acceptance by any publisher.

Why signal changes can affect a classifier

A speech classifier may respond to timing, spectral texture, phase behavior, codec artifacts and other acoustic features. Our described multi-stage DSP workflow addresses several of those dimensions, including Bark-scale spectral shaping, pause cadence elasticity, sample-clock resampling and allpass phase dispersion. We do not disclose parameters or attribute this sample’s score change to a single stage.

Processing can also introduce unwanted artifacts. That is why the delivered file receives quality review and should be evaluated by ear. A low score on one detector is not a universal test of authorship.

A fair way to compare your own file

Keep the original. Listen through matched sections of the source and finished files at the same perceived level. Note any lost consonants, altered pacing, pumping, metallic tone or noise.

If you use a detector, test both files with the same service and note its version or date, file duration and output type. For a provider watermark question, use that provider’s supported verification process. A classifier score cannot certify provenance.

Primary references

VoxErase delivers one processed audio file for accepted requests. Processing results vary. We do not guarantee removal of embedded watermarks, a detector score, or platform acceptance.

Explore the service, read how intake and delivery work, or submit your first beta file.