AI Voice Humanizer

Make AI voiceovers sound indistinguishable from human speech. Based on proven techniques from professional YouTube creators generating hundreds of AI voiceovers.

The 4 Elements of Realistic AI Voice

Every realistic-sounding AI voice nails these four things:

1. Tone variation -- Change between monotonous and excited. Flat = robotic. Dynamic = human.
2. Strategic pauses -- Don't cut all pauses. Pause on important points for impact and naturalness.
3. Word emphasis -- Stress key words to create rhythm and conviction.
4. Human-written scripts -- AI-written scripts make even the best AI voice sound robotic. Viewers can tell.

Voice Setup (ElevenLabs)

Voice Selection (3 options)

Custom voice design prompt example:

"A young man in his 20s, american accent, speaking with quirky but charismatic style. Speaks with a lot of emotions and variances in his speech, changes the tone and speed continuously throughout the speech."

Reduce guidance slider for more creative variation.

Model Selection

Use V2 model (Eleven Multilingual v2). V3 is newer but can alter voice identity unpredictably.

V2 Slider Settings

• Speed: Increase slightly
• Stability: Reduce (lower = more expressive, more human)
• Similarity: ~70%
• Style exaggeration: Increase (adds expressiveness)

Script Formatting for ElevenLabs

This is where most of the humanization happens. See references/script-formatting.md for the full formatting guide with before/after examples.

Quick reference:

Before: We tested this for six months. The results were not what we expected. After: We tested this for SIX months! The results... were not what we EXPECTED!!

The Secret Sauce: Small-Batch Generation

Never paste your entire script and hit generate. This creates an uncanny AI pattern that listeners can feel even if they can't articulate it.

The technique:

1. Select 2-4 sentences from your script
2. Apply formatting (caps, punctuation, ellipses)
3. Generate the voiceover
4. Use the 2 free regenerations -- download ALL versions (original + 2 regens)
5. Move to the next 2-4 sentences and repeat

Why this works:

Each generation produces slightly different tone and speed. Real humans never speak with perfectly consistent delivery. By generating in small batches and getting multiple takes, you create natural tonal variation that eliminates the uncanny AI pattern.

Editing Workflow

See references/editing-workflow.md for the full post-production pipeline.

Key steps:

1. Import all generated clips into your NLE (Premiere Pro, DaVinci, etc.)
2. Choose best takes per section -- listen to all versions, pick what fits context
3. Frankenstein technique -- chop best parts from different generations of the same sentence and splice them together
4. Cut dead air between sentences, but keep intentional pauses at important moments
5. EQ processing -- high-pass filter, reduce echo-y frequencies, apply voice preset
6. Don't use built-in speed changers (they distort pitch even with "maintain pitch" on)

Dubbing Videos to Other Languages

See references/dubbing-workflow.md for the step-by-step dubbing pipeline.

Key insight: Only ~20% of YouTube's 2.5B users speak English. Adding 5 more languages reaches ~50% of YouTube. Creators who dub (MrBeast, Mark Rober) see 2-3x view/subscriber growth.

Quick workflow:

1. Export voiceover-only MP3 and music+SFX-only MP3 separately
2. ElevenLabs > Dubbing tab > upload voiceover > select target language
3. Align dubbed track with original timing in your editor
4. Apply EQ preset, export audio
5. Upload to YouTube Studio under Languages > add dubbed audio track
6. Translate title + description

Voice Presets (FFmpeg)

This skill includes a CLI script that applies a set of voice processing chains with FFmpeg. No Premiere Pro or other DAW required.

Processing chain adapted from Isaac's (ISAACVERSE) Premiere presets.

# Apply the voice enhancer (the main one for AI voiceover production)
python3 scripts/voice_preset.py input.wav voice-enhancer

# List all available presets
python3 scripts/voice_preset.py --list

# Preview the FFmpeg command without running
python3 scripts/voice_preset.py input.wav movie-trailer --dry-run

Run this from the skill's own directory, or prefix the script with the install path (for example <path-to-skill>/scripts/voice_preset.py). Requires FFmpeg on your PATH.

Available presets

Useful (production):

Fun (creative effects): 90s, alien-voice, chipmunk, inner-monologue, pilot-voice, robot-voice, villain-voice

For complete extracted Premiere Pro parameter values, see references/premiere-pro-presets-raw.md.

YouTube Monetization

YouTube allows AI voices and monetization of AI-voiced content, as long as the content itself is original (not compilations).