The cleaned speech remains clear, natural, and understandable, without noticeable voice distortion or robotic artifacts.

✓ Worked🧾 artifact-verifiedinput + output shownTest date not recordedAudo Studio
What was measured
Voice preservation

After cleanup, does the voice still sound natural, or hollow, robotic, underwater, or artifacted?

decisive for this rankingtransformation

Noise cleanup is only useful if the speech still sounds natural and intelligible after processing. (3 of 3 judges)

What was given, what came back

Test input: Outdoor Balcony Birds, Vehicles, and Surrounding Noise · audio · group: background-noise-removal
Input — what we sent
Input file 1 — as supplied
0:00 / 0:00
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Input file 2 — as supplied
0:00 / 0:00
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Outdoor Balcony Birds, Vehicles, and Surrounding Noise

A real-world outdoor speech recording captured on a balcony with variable environmental noise such as birds and traffic. It is designed to test performance on more dynamic, unpredictable background sound.

Why this input is hard
  • · Suppression of variable outdoor environmental noise
  • · Speech preservation in changing acoustic conditions
  • · Reduction of birds and vehicle traffic sounds
  • · Overall enhancement of noisy field recordings
Output — unretouched
0:00 / 0:00
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Provenance
Observation
b540dc46-8082-4d9d-b8a8-a4ed0e850b6e
Evidence run
189e3005-33f2-4481-924e-334542fcda87
Study
Remove Background Noise from Audio and Video Recordings Using AI
Research task
86ba6cyhe
Tested at
not recorded
Source
first-party
Evidence state
verified
Proof shown
input + output shown
Cost / latency
not captured
Repeat run
not captured
Tester
not captured

The last three rows are honest blanks, not placeholders — our capture has no field for them yet.

Query this
get_evidence({
  tool: "audo-studio",
  scenario: "background-noise-removal"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 4 other tools
measured on Voice preservation
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com