The dubbed voice is decent but still sounds less natural than a stronger reference voice such as ElevenLabs.
What was measured
Voice Cloning Quality
Does the dubbed voice sound natural, and does it match the original speaker's energy, tone, and style?
decisive for this rankingtransformation
Natural-sounding voice matching is central to successful voice cloning, which is a core part of this ranking. (3 of 3 judges)
What was given, what came back
Test input: Fitness instructor short (English → Hindi) · video · group: video-translation-voice-clone-lip-sync
Input — what we sent
Fitness instructor short (English → Hindi)
A short fitness/coaching video with energetic single-speaker English speech, used to test whether tools can translate into Hindi while preserving fast delivery, motivational tone, and original-face lip sync.
Why this input is hard
- · Fast, energetic speech transcription
- · Tone preservation for motivational fitness content
- · English-to-Hindi translation quality
- · Lip-sync accuracy on a moving face
- · End-to-end dubbing workflow automation
Output — unretouched
Also checked on this input — same tool, 4 other criteria
Automation Level◐ MixedOnce uploaded, the pipeline from speech through translation to lip sync is automated, but manual input preparation keeps the end-to-end effort at medium to high.Input Handling⚠ StruggledDirect video upload works, but YouTube Shorts links are not reliably ingested, so the clip had to be downloaded and uploaded manually.Lip Sync Accuracy◐ MixedLip sync works on the original face, but slight delay and mismatch are visible during fast movements.Translation Accuracy◐ MixedThe Hindi translation is moderately accurate, so the meaning is mostly preserved but not at a strong or flawless level.
Provenance
- Observation
- 50158125-8ec1-4a0e-bdbf-d8b4478af98c
- Evidence run
- ec1dd100-6af8-4f49-8f19-b78492702b14
- Study
- Translate Videos with Voice Cloning and Lip Sync Using AI
- Research task
- 86b96dfpf
- 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: "sync-labs",
scenario: "video-translation-voice-clone-lip-sync"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 3 other tools
measured on Voice Cloning Quality
D-ID◐ MixedThe Hindi voice is clear, but it does not clone the original speaker and instead uses an AI-avatar voice.Dubverse◐ MixedThe dubbed voice is clean with minimal distortion, but it under-shoots the energetic fitness tone and has limited emotional intensity.ElevenLabs✓ WorkedThe dubbed Hindi voice sounded very high-quality, natural, human-like, and expressive, with strong fit for fitness instruction.
This evidence is published in
From the same study (page rebuilt from a later run)
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com