Character voices — procedural vs LLM-assisted captions (with vocal bursts)

Throughput & quality on A100-80GB (n=32, Gemini-3.5-Flash judge, 1–10):
paths/clipclips/soverallemotionburst accgender
procedural0.9s1.117.097.167.429.27
LLM-assisted2.93s0.348.148.197.589.94

LLM s/clip = procedural annotation (0.9s) + Gemma gen (2.03s, batched). "Better" vote: procedural 2 · LLM 26 · tie 4.

MOSS character voices (best-of-64 archetypes: orc, zombie, pain-scream, ghost, goblin, mouse, dragon, fairy, ranting, sad, ASMR) captioned two ways, both using the detector→confirm burst stage with the multilingual-retrained classifier: left = procedural (terse tags, inline duration-gated bursts, no archetype given) · right = LLM-assisted: Gemma-4-E4B rewords the procedural draft into natural prose, but every sentence's text and each burst's position is forced to the procedural one (the LLM only rewrites the GENERAL line and the delivery cues) — so the good procedural burst placement is preserved while the wording gets more fluent. The archetype is passed to the LLM only if it names no gender (orc/ghost/dragon ok; man/woman/male/female suppressed) and gender is never guessed unless the annotations state it. Bursts highlighted.

The procedural SCRIPT now inserts the kept detected bursts inline (mapped to the sentence they occur in). Each card lists every detected burst span (locator@0.7 → multi-label confirm) with its duration. Spans shorter than 0.6 s are shown in red — very short detections are the ones that trigger hallucinated bursts. Status: kept = confirmed, passed the duration gate & inserted inline; gated <Xs = a class was confirmed but the span was too short (global floor 0.30 s, 0.60 s for smack/click/slap groups); no_burst gate = rejected because p(no_burst) ≥ 0.5.

Gender gate: the dedicated Empathic-Insight gender expert (−2 masculine … +2 feminine) is used only as a confidence gate. When |EI gender| is near zero the voice's gender is not clearly perceptible, so the caption omits gender entirely instead of asserting a possibly-wrong label; above the gate the well-calibrated VoiceNet label is kept. The clip's EI value (and whether gender was omitted) is shown next to each player.

Regenerated 2026-08-01. The procedural column, the clip header and the burst-span table were rebuilt with the current stack: locator model_v2.pt, classifier vocal-burst-detector-v2, post-processing 0.50 / 0.10 / 0.10, and the in-domain baseline that corrects the Mixed-Resonance scale error (published spread 0.202 vs a real spread ~3.9× larger, which turned a −0.9-unit offset into z = −4.6 and put "flat resonance" at the front of nearly every caption).
The LLM-assisted column is unchanged from 2026-07-21. It was reworded from the old procedural draft, so it still reflects the old baseline, and its burst positions came from the old locator — they can disagree with the spans in the table below each card. Compare the two columns as "new vs old", not as "procedural vs LLM".
asmr_man clip 11.8s · EI gender +1.53
Procedural (tags, no archetype) regenerated
GENERAL: very soft-onset, very whispered, very monotone, very meek, very denasal, young, feminine, low-register, very slow, performed, burst-free
SCRIPT:
(very smooth, very soft-onset, very organic) Just relax now.
(very smooth, very flat, very steady, emotional blunting, submission, wistfulness) [pause 0.3s] Let it all go.
(very smooth, very whispered, very soft-onset) [pause 0.5s] You are safe here.
(very smooth, very soft-onset, very flat, feeling turned on, forgiveness, romantic desire) [pause 0.5s] Close your eyes.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Fading, meek, soft, thin, relaxed, middle-aged, mid-register, slow, satisfied, reverent, lustful, semi-genuine
SCRIPT:
(effortless, meek, relaxed, feeling free, peaceful, not intensely focused) Just relax now.
(flat, fading, mumbled, sad, regretful, indifferent) [pause 0.3s] Let it all go.
(effortless, meek, organic, finding comfort, tender, satisfied) [pause 0.5s] You are safe here.
(fading, soft, flat, carnal desire, butterflies, free) [pause 0.5s] Close your eyes. (Snort)
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
asmr_man clip 11.9s · EI gender -1.10
Procedural (tags, no archetype) regenerated
GENERAL: very warm, very whispered, very soft-onset, very raspy, very narrator, middle-aged, masculine, low-register, slow, performed, burst-free
SCRIPT:
(very warm, very understated, very whispered, detachment, sexual lust, no curiosity) Just relax now.
(very smooth, very steady, very smooth, emotional blunting, feeling horny, romantic desire) [pause 0.3s] Let it all go.
(very smooth, very whispered, very formal) [pause 0.6s] You are safe here.
(very smooth, very monologic, very formal) [pause 0.6s] Close your eyes. (Contented Sigh)
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: deeply warm, intensely intimate, profoundly pleasing, rich, receding, aged, masculine, low, deliberate, reverent, comforting, serene, subtly sincere
SCRIPT:
(very warm, very flat, very hi-fi, very liberation, very feeling horny, very contentment) Just relax now.
(very flat, very choppy, very hi-fi, lust, romantic desire, stoicism) [pause 0.3s] Let it all go.
(very hi-fi, very full, very thin-head, relief, compassion, no attention) [pause 0.6s] You are safe here.
(very fading, very choppy, very seamless-breath) [pause 0.6s] Close your eyes. (Exhausted Groan)
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
9.10–9.38s0.28sContented Sigh0.470.01kept
asmr_woman clip 11.8s · EI gender -0.91
Procedural (tags, no archetype) regenerated
GENERAL: very whispered, very monologic, very soft-onset, very noisy, very monotone, middle-aged, masculine, low-register, very slow, clemency, pessimism, exhaustion, semi-genuine
SCRIPT:
(very whispered, very warm, very smooth, trust, butterflies in the stomach, sexual lust) (Deep Breath) There now, my love, close your eyes.
(very whispered, very flat, very smooth, compassion, feeling turned on, infatuation) [pause 0.3s] I have you, safe and warm.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Fading, mumbled, vulnerable, nasal, choppy, middle-aged, low-register, slow, seeking comfort, reverent, weary, somewhat sincere
SCRIPT:
(very warm, very full, very pleasing, romantic desire, feeling horny, clemency) (Hiss) There now, my love, close your eyes.
(very full, very flat, very warm, compassion, feeling horny, romantic desire) [pause 0.3s] I have you, [pause 0.4s] safe and warm. (Breathy Giggle)
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.10–0.98s0.88sDeep Breath0.170.09kept
asmr_woman clip 12.1s · EI gender +1.91
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very whispered, very soft-onset, very meek, very mumbled, middle-aged, feminine, low-register, slow, clemency, fondness, lust, semi-genuine, burst-free
SCRIPT:
(very whispered, very smooth, very soft-onset) There now, my love, close your eyes.
(very smooth, very whispered, very monologic) [pause 0.5s] I have you safe and warm
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Fading, vulnerable, meek, warm, elderly, feminine, mid-register, slightly slow, warm, romantic desire, relief, semi-genuine
SCRIPT:
(very fading, very accelerating, very warm, infatuation, trust, feeling turned on) There now, my love, close your eyes.
(very fading, very soft-onset, very monotone, compassion, relaxation, respite) [pause 0.5s] I have you [pause 0.6s] safe [pause 0.3s] and warm (Breathy Giggle)
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
dragon clip 7.1s · EI gender -1.80
Procedural (tags, no archetype) regenerated
GENERAL: very raspy, very throaty, very full, very formal, very chesty, middle-aged, masculine, low-register, very slow, performed
SCRIPT:
(very raspy, very monologic, very whispered, lust, desire to harm, having a crush) You dare enter my lair, mortal.
(very monologic, very formal, very metallic) Your bones will join the others.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a huge booming dragon from 2026-07-21 — not regenerated
GENERAL: Deep, resonant, guttural, powerful, low-pitched, slow, conveying intense desire and malice, punctuated by bursts.
SCRIPT:
(Deep, resonant, guttural, powerful, adoration, sexual lust, sadism) You dare enter my lair, mortal.
(Deep, resonant, guttural, powerful, sadism, infatuation, carnal desire) Your bones will (Nervous Gulp) join the others. (Sharp Whistle)
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
dragon clip 12.5s · EI gender -0.89
Procedural (tags, no archetype) regenerated
GENERAL: very full, very raspy, very chesty, very tense, very darkening, adult, masculine, low-register, slightly slow, performed, burst-free
SCRIPT:
(very smooth, very chesty, very metallic) you dare enter my lair, mortal.
(very smooth, very chesty, very structured) [pause 0.3s] Your bones will join the others. (Surprised Gasp)
(very smooth, very jerky, very commanding) [pause 5.0s] Yurgmaner is
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a huge booming dragon from 2026-07-21 — not regenerated
GENERAL: Massive, booming, deep, building, slowing, strained, ancient, powerful, low, fury, spite, agony, slightly feigned, no sudden outbursts
SCRIPT:
(deep, controlled, resonant, captivated, lustful, furious) you dare enter my lair, mortal.
(deep, unbroken, measured, detached, intent to injure, bitter) [pause 0.3s] Your bones will join the others.
(rich, flowing, clear, unfocused, mocking, sharp) [pause 5.0s] (Contented Sigh) Yurgmaner is
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
6.52–7.06s0.54sSurprised Gasp0.260.00kept
evil_ghost clip 7.1s · EI gender -0.02
Procedural (tags, no archetype) regenerated
GENERAL: very throaty, very raspy, very chesty, very full, very formal, elderly, low-register, very slow, foreboding, desire to harm, submission, semi-genuine, with-bursts
SCRIPT:
(very throaty, very chesty, very smooth, sadism, concern, feeling horny) Ugh (Exhausted Groan) you should not have come here.
(very throaty, very chesty, very formal) [pause 0.6s] This house feeds on the living.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a breathy evil ghost from 2026-07-21 — not regenerated
GENERAL: breathy, malevolent, low, slow, tinged with dark amusement, sudden dread, revulsion, faintly sincere, with-bursts
SCRIPT:
(breathy, raspy, intensely focused, detached, malicious intent, fury) (Heavy Breathing) You should not have come here.
(breathy, raspy, thin, a hint of longing, self-pity) [pause 0.6s] This house feeds on the living.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.22–1.20s0.98sExhausted Groan0.580.00kept
evil_ghost clip 7.3s · EI gender +1.40
Procedural (tags, no archetype) regenerated
GENERAL: very formal, very smooth, very monotone, very soft-onset, very negative, middle-aged, androgynous, low-register, very slow, desire to harm, trust, no curiosity, semi-genuine, with-bursts
SCRIPT:
(very smooth, very formal, very whispered) You should not have come here.
(very smooth, very soft-onset, very whispered) [pause 0.8s] This house feeds on the living.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a breathy evil ghost from 2026-07-21 — not regenerated
GENERAL: breathy, malevolent, low, slow, chilling, with sudden bursts of intensity
SCRIPT:
(a whisper of dread, barely there) You should not have come here.
(a soft, chilling sigh) [pause 0.8s] This house feeds on the living.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
fairy clip 5.1s · EI gender +1.76
Procedural (tags, no archetype) regenerated
GENERAL: very heady, high-register, very thin, very storytelling, feminine, adult, trust, craving, gratitude, semi-genuine, with-bursts
SCRIPT:
(very heady, very thin, high-register, sympathy, envy, thankfulness) Oh hello there little one what a wonderful day to make a new friend.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a delicate fairy from 2026-07-21 — not regenerated
GENERAL: Ethereal, delicate, light, airy, gentle, hopeful, with sudden bursts
SCRIPT:
(light, airy, gentle, hopeful, with sudden bursts) Oh hello there little one what a wonderful day to make a new friend.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
fairy clip 6.7s · EI gender +1.65
Procedural (tags, no archetype) regenerated
GENERAL: very heady, very bright, high-register, very thin, very oral-bright, young, feminine, performed
SCRIPT:
(child, very dialogic, very jerky, sympathy, butterflies in the stomach, rapture) Oh hello there little one!
(very bright, very structured, very heady) What a wonderful day to make a new friend.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a delicate fairy from 2026-07-21 — not regenerated
GENERAL: delicate, ethereal, bright, cool, light, gentle, joyful, ecstatic, slightly sincere, with-bursts
SCRIPT:
(soft, resonant, cool, captivated, tender, delighted) Oh hello there little one!
(high, clear, bright, cheerful, eager, trusting) What a wonderful day to make a new friend.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
goblin clip 8.3s · EI gender -0.01
Procedural (tags, no archetype) regenerated
GENERAL: very warm, very soft-onset, very flat, very mumbled, very organic, middle-aged, low-register, very slow, yearning, helplessness, concern, semi-genuine, with-bursts
SCRIPT:
(very flat, very smooth, very non-narrative, no fascination, very burnout, no absorption) Huh. (Chuckle)
(very flat, very warm, very smooth, powerlessness, worry, no curiosity) [pause 0.4s] What have we here?
(very whispered, very flat, very warm, sexual lust, homesickness, infatuation) [pause 0.5s] A lost little traveller with shiny pockets?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a sly cruel goblin from 2026-07-21 — not regenerated
GENERAL: low, insidious, slow, dripping with malice, utterly self-satisfied
SCRIPT:
(a low, drawn-out sigh, background static) Huh. (Deep Breath)
(a slow, grating drawl, dripping with contempt) [pause 0.4s] What have we here?
(a sickly sweet, drawn-out purr, laced with predatory glee) [pause 0.5s] A lost little traveller with shiny pockets?
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.22–0.70s0.48sChuckle0.580.00kept
goblin clip 12.0s · EI gender -0.64
Procedural (tags, no archetype) regenerated
GENERAL: very monotone, very soft-onset, very negative, very thin-head, very denasal, adult, masculine, low-register, very slow, yearning, concern, helplessness, semi-genuine
SCRIPT:
(very flat, very soft-onset, very mumbled, powerlessness, craving, sexual lust) (Contented Sigh) What have we here?
(very whispered, very soft-onset, very warm) [pause 1.3s] A lost little traveler with shiny pockets?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a sly cruel goblin from 2026-07-21 — not regenerated
GENERAL: low, sneering, predatory, gravelly, slow, dripping with malice
SCRIPT:
(a low, rasping chuckle, dripping with contempt) What have we here?
(a sudden, sharp, delighted hiss) [pause 1.3s] A lost little traveler with shiny pockets? (Heavy Breathing)
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
1.14–2.06s0.92sContented Sigh0.220.01kept
mouse clip 11.8s · EI gender -0.01
Procedural (tags, no archetype) regenerated
GENERAL: very raspy, very scattered, very jerky, very monologic, very dramatic, middle-aged, low-register, very slow, performed
SCRIPT:
(very raspy, very scattered, very dramatic, awestruck, astonishment, bliss) Eee wait, wait, ooh, did you see it?
(very smooth, very raspy, very swelling, awe, startlement, no deep focus) Did you see how teeny tiny it was?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a tiny squeaky mouse creature from 2026-07-21 — not regenerated
GENERAL: high-pitched, squeaky, frantic, breathless, wide-eyed, delighted, distracted, slightly breathless
SCRIPT:
(very squeaky, very high-pitched, very excited, wonder, startlement, exhilaration) Eee wait wait ooh did you see it?
(very high-pitched, very breathy, very expressive, wonder, no absorption, surprise) Did you see how teeny tiny it was?
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
mouse clip 10.2s · EI gender +1.05
Procedural (tags, no archetype) regenerated
GENERAL: very jerky, very scattered, very slow, very thin, feminine, young, mid-register, awestruck, craving, helplessness, semi-genuine
SCRIPT:
(child, very scattered, very thin, awestruck, no absorption, astonishment) Ooh, did you see it?
(very smooth, very oral-bright, very jerky, awe, envy, no deep focus) Did you see how teeny tiny it was?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a tiny squeaky mouse creature from 2026-07-21 — not regenerated
GENERAL: high-pitched, delicate, breathy, mid-range, hesitant, youthful, filled with wonder, blissful, unfocused, sincere
SCRIPT:
(effortlessly, haltingly, building, amazed, unabsorbed, surprised) Ooh, did you see it?
(smoothly, conversational, light, awestruck, unabsorbed, amazed) Did you see how teeny tiny it was? (Contented Sigh)
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
ork clip 6.0s · EI gender -0.01
Procedural (tags, no archetype) regenerated
GENERAL: very formal, very smooth, very chesty, very oral-bright, very full, adult, low-register, slow, performed
SCRIPT:
(very smooth, very oral-bright, very formal) You should not have come here, little one.
(very smooth, very structured, very crisp) [pause 0.5s] This is where your journey ends.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: an angry orc from 2026-07-21 — not regenerated
GENERAL: Deep, rich, highly polished, resonant, warm, mature, low, deliberate, clear, arrogant, cruel, subtly sincere
SCRIPT:
(very seamless-breath, very smooth, very hi-fi, no attention, ribbing, reverence) You should not have come here, little one.
(very seamless-breath, very hi-fi, very crisp) [pause 0.5s] This is where your journey ends.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
ork clip 6.9s · EI gender -0.56
Procedural (tags, no archetype) regenerated
GENERAL: very whispered, very formal, very full, very smooth, very warm, adult, masculine, low-register, slow, performed, with-bursts
SCRIPT:
(very smooth, very whispered, very warm, adoration, caring, desire to harm) You should not have come here, little one.
(very smooth, very structured, very formal) [pause 0.7s] This is where your journey ends.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: an angry orc from 2026-07-21 — not regenerated
GENERAL: Gruff, booming, raw, intense, low-register, aggressive, deliberate, simmering rage, with-bursts
SCRIPT:
(deep, guttural, furious, contempt) You should not have come here, little one.
(roaring, savage, enraged, absolute fury) [pause 0.7s] This is where your journey ends.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
pain_scream clip 9.0s · EI gender +0.04
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very jerky, very scattered, very tense, very harsh, young, low-register, worry, desperation, physical pain, semi-genuine
SCRIPT:
(very vulnerable, very scattered, very raspy, very pessimism, very powerlessness, very torment) (Contented Sigh) No, [pause 0.9s] no, [pause 0.3s] oh, it hurts.
(very breathy, very vulnerable, very scattered, very fatigue, no interest, very submission) [pause 0.3s] Ah, (Contented Sigh) Eng, [pause 0.6s] get it off me.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: someone screaming in pain from 2026-07-21 — not regenerated
GENERAL: raw, agonizing, strained, fragmented, desperate, child-like, low, labored, deeply pained, yielding, breaking free, authentic
SCRIPT:
(vulnerable, harsh, breathy, suffering, helpless, distressed) (Exasperated Sigh) No, (Surprised Gasp) no, (Surprised Gasp) oh, (Hiccups) it hurts. (Nervous Gulp)
(breathy, vulnerable, harsh, pleading, weary, unfocused) [pause 0.3s] (Relief Sigh) Ah, [pause 0.4s] Hang, [pause 0.6s] get it off me.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
1.00–1.38s0.38sContented Sigh0.620.00kept
5.96–6.30s0.34sContented Sigh0.430.00kept
pain_scream clip 8.8s · EI gender -0.81
Procedural (tags, no archetype) regenerated
GENERAL: very monotone, very soft-onset, very noisy, very vulnerable, very thin-head, middle-aged, masculine, low-register, very slow, worry, physical pain, desperation, semi-genuine
SCRIPT:
(very monotone, very vulnerable, very noisy, pessimism, powerlessness, torment) Ah (Contented Sigh) no, [pause 0.8s] no, [pause 0.6s] oh it hurts, uh (Wistful Sigh) Ah (Exhausted Groan) get it off me.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: someone screaming in pain from 2026-07-21 — not regenerated
GENERAL: Raw, desperate, fading, agonizing, heavy with despair, mid-life, low, slow, tormented, deeply unsettled, authentic, with-bursts
SCRIPT:
(very vulnerable, very meek, very fading, very physical pain, very melancholy, very fatigue) Ah (Exhausted Groan) no, [pause 0.8s] no, [pause 0.6s] oh it hurts, uh [pause 0.8s] Ah (Exhausted Groan) get it off me
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.60–1.14s0.54sContented Sigh0.370.00kept
5.10–5.56s0.46sWistful Sigh0.240.03kept
6.26–6.90s0.64sExhausted Groan0.300.00kept
ranting clip 11.9s · EI gender -1.12
Procedural (tags, no archetype) regenerated
GENERAL: very denasal, very negative, very thin-head, very jerky, very scattered, young, masculine, low-register, slightly slow, trepidation, desperation, ache, semi-genuine, with-bursts
SCRIPT:
(very scattered, very breathy, very vulnerable, very trepidation, very submission, very butterflies in the stomach) Enough I am sick to death of this.
(very whispered, very denasal, very thin-head, desire to harm, foreboding, no intrigue) You pathetic, spineless fool.
(very raspy, very whispered, very negative, unease, infatuation, feeling horny) How dare you how dare you waste my time again and again?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a furious ranting person from 2026-07-21 — not regenerated
GENERAL: Intense, volatile, raw, deeply negative, escalating, adult, low-register, fueled by jealousy and internal turmoil, with sudden outbursts
SCRIPT:
(jerky, flat, fading, unabsorbed, fluttering, disengaged) Enough. (Quiet Sob)
(breathy, raspy, nasal, infatuated, pained, helpless) [pause 1.1s] I am sick to death of this.
(nasal, raspy, negative, disgusted, disapproving, malicious) You pathetic, spineless fool.
(nasal, raspy, focused, infatuated, enraged, aroused) How dare you how dare you waste my time again and again?
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
ranting clip 11.7s · EI gender -0.01
Procedural (tags, no archetype) regenerated
GENERAL: very denasal, very negative, very scattered, very breathy, very tense, young, low-register, performed, with-bursts
SCRIPT:
(very flat, very scattered, very jerky, compassion, butterflies in the stomach, sexual lust) Enough.
(very scattered, very flat, very soft-onset, adoration, desperation, foreboding) [pause 0.5s] I am sick to death of this.
(very scattered, very negative, very breathy, sadism, no curiosity, disdain) [pause 0.3s] You pathetic, spineless fool!
(very smooth, very breathy, very scattered, pessimism, no fascination, submission) How dare you?
(very smooth, very monologic, very non-instructional) How dare you waste my time again and again?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a furious ranting person from 2026-07-21 — not regenerated
GENERAL: Intense, deeply negative, gravelly, darkening, strained, adult, low-register, slightly rapid, fueled by fury, jealousy, and intense disdain, with sudden outbursts.
SCRIPT:
(very flat-resonance, very fading, very noisy-bg, romantic desire, clemency, sexual lust) Enough.
(very fading, very noisy, very mumbled, very fondness, very ache, very submission) [pause 0.5s] I am sick to death of this.
(very negative, very darkening, very harsh, very scorn, very loathing, very rage) [pause 0.3s] You pathetic, spineless fool!
(very dialogic, very swelling, very thin-head, annoyance, abhorrence, no attention) How dare you?
(very darkening, very cold, very negative, disappointment, anger, agony) How dare you waste my time again and again? (Lip Smack)
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
sad_man clip 9.7s · EI gender +1.47
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very soft-onset, very flat, very smooth, very meek, young, feminine, low-register, very slow, anguish, remorse, powerlessness, semi-genuine, with-bursts
SCRIPT:
(child, very breathy, very jerky, helplessness, contrition, trepidation) It's my fault.
(very vulnerable, very soft-onset, very meek, anguish, powerlessness, shame) [pause 0.3s] I I should have been there (Contented Sigh) I should have saved her.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: A very breathy, slowing, gentle start, thin, natural, childlike, low-pitched, extremely slow, filled with regret, seeking comfort, deeply sad, sincere, with sudden bursts.
SCRIPT:
(very organic, very slow, feminine, very humiliation, very desperation, very grief) It's my fault.
(very decelerating, very denasal, very soft-onset, very comfort, very grief, very dismay) [pause 0.3s] I I should have been there I should have saved her.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.56–0.66s0.10sContented Sigh0.110.25gated <0.10s
6.10–6.44s0.34sContented Sigh0.380.01kept
sad_man clip 11.8s · EI gender +1.38
Procedural (tags, no archetype) regenerated
GENERAL: very soft-onset, very denasal, very flat, very scattered, very meek, adult, feminine, low-register, very slow, anguish, remorse, powerlessness, semi-genuine, with-bursts
SCRIPT:
(very scattered, very flat, very mumbled, very helplessness, very contrition, very trepidation) It's my fault. (Contented Sigh)
(very scattered, very smooth, very flat, envy, powerlessness, anguish) [pause 1.3s] I I should have been there.
(very soft-onset, very flat, very scattered, wistfulness, shame, submission) [pause 1.0s] (Contented Sigh) I should have [pause 0.4s] saved [pause 0.3s] her.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Fading, mumbled, nasal, thin-chested, young, low-register, slow, remorseful, fond, relieved, genuine, with-bursts
SCRIPT:
(Fading, noisy, mumbled, ashamed, submissive, self-pitying) (Lip Smack) It's my fault.
(Mumbled, fading, flat, humiliated, miserable, regretful) [pause 1.3s] (Wistful Sigh) I I should have been there.
(Meek, thin-chested, mumbled, seeking solace, disappointed, ashamed) [pause 1.0s] (Deep Breath) I should have (Slap Face) saved [pause 0.3s] her.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
3.36–3.54s0.18sContented Sigh0.160.16kept
6.80–7.06s0.26sContented Sigh0.250.05kept
sad_woman clip 11.8s · EI gender +1.40
Procedural (tags, no archetype) regenerated
GENERAL: very negative, very scattered, very vulnerable, very darkening, very meek, young, feminine, mid-register, very slow, desperation, worry, guilt, semi-genuine, burst-free
SCRIPT:
(very negative, very smooth, very meek, anguish, submission, remorse) No [pause 0.7s] no please [pause 0.3s] Don't leave me to (Contented Sigh) I can't [pause 0.5s] I can't lose anyone else
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Fading away, breathy, high-pitched, slowing down, deeply negative, childlike, feminine, mid-range, slow, submissive, regretful, pained, somewhat sincere
SCRIPT:
(very denasal, very fading, very thin-chest, guilt, torment, powerlessness) No [pause 0.7s] no please [pause 0.3s] Don't leave me to (Deep Breath) I can't (Slap Face) I can't lose anyone else (Surprised Gasp)
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
5.10–5.36s0.26sContented Sigh0.410.01kept
sad_woman clip 11.9s · EI gender +1.44
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very negative, very scattered, very denasal, very meek, young, feminine, low-register, very slow, worry, desperation, adoration, semi-genuine, with-bursts
SCRIPT:
(very vulnerable, very negative, very meek, anguish, submission, homesickness) No [pause 1.0s] no please [pause 1.3s] Don't leave me too [pause 1.4s] I can't (Contented Sigh) I can't lose anyone else
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: A breathy, strained, and fragile delivery, with a childlike, low-pitched tone, spoken slowly, conveying intense, desperate longing and torment, sounding utterly genuine, punctuated by sudden bursts.
SCRIPT:
(very denasal, very thin-chest, very vulnerable, very having a crush, very powerlessness, very pessimism) No [pause 1.0s] no please [pause 1.3s] Don't leave me too (Sharp Inhale) I can't (Sharp Inhale) I can't lose anyone else
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
8.82–9.06s0.24sContented Sigh0.160.09kept
zombie clip 12.4s · EI gender +1.43
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very meek, very scattered, very soft-onset, very flat, young, feminine, low-register, very slow, burnout, carnal desire, clemency, semi-genuine
SCRIPT:
(very soft-onset, very scattered, very flat, exhaustion, helplessness, emotional blunting) So hungry.
(very flat, very scattered, very smooth, weariness, no fascination, mournfulness) [pause 0.5s] Hmm. (Wistful Sigh)
(very scattered, very flat, very mumbled, powerlessness, pessimism, sexual lust) [pause 1.3s] Help me.
(very scattered, very soft-onset, very flat, very weariness, very submission, very anxiety) [pause 0.3s] I can't stop.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a groaning zombie from 2026-07-21 — not regenerated
GENERAL: Groaning zombie performance.
SCRIPT:
(fading, mumbled, meek, lethargic, aching, submissive) So hungry.
(mumbled, flat, fading, lethargic, comforting, unengaged) [pause 0.5s] Hmm. (Wistful Sigh)
(flat, mumbled, fading, submissive, sad, aching) [pause 1.3s] Help me. (Deep Breathing)
(flat, fading, monotone, lethargic, powerless, miserable) [pause 0.3s] I can't [pause 1.3s] stop. (Nervous Giggle)
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
3.32–3.60s0.28sWistful Sigh0.240.01kept
zombie clip 12.1s · EI gender +0.03
Procedural (tags, no archetype) regenerated
GENERAL: very vulnerable, very soft-onset, very breathy, very flat, very scattered, adult, low-register, very slow, foreboding, helplessness, burnout, semi-genuine, with-bursts
SCRIPT:
(very breathy, very flat, very thin-head, exhaustion, helplessness, lust) So hungry.
(very vulnerable, very scattered, very breathy, very worry, very helplessness, very weariness) [pause 0.3s] Huh [pause 0.5s] help me (Contented Sigh) I can't [pause 0.3s] stop. (Contented Sigh)
(very smooth, very jerky, very thin, devotion, wistfulness, no attention) [pause 3.1s] Were you and Mary Squazin?
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: a groaning zombie from 2026-07-21 — not regenerated
GENERAL: Weak, breathy, fading, subdued, ragged, adult, low, slow, desperate, tormented, exhausted, authentic, with-bursts
SCRIPT:
(faint, broken, flat, lethargic, helpless, unengaged) So hungry.
(fragile, rough, airy, weary, yielding, ominous) [pause 0.3s] Huh [pause 0.5s] help me [pause 0.8s] I can't (Slap Face) stop.
(muffled, smooth, abrupt, unfocused, startled, longing) [pause 3.1s] (Relief Sigh) Were you and Mary Squazin?
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
4.74–5.06s0.32sContented Sigh0.440.01kept
8.34–8.72s0.38sContented Sigh0.520.00kept
asmr_man clip 7.8s · EI gender +1.42
Procedural (tags, no archetype) regenerated
GENERAL: very soft-onset, very vulnerable, very negative, very meek, very noisy, adult, feminine, low-register, very slow, trust, adoration, saudade, semi-genuine, with-bursts
SCRIPT:
(very soft-onset, very negative, very meek, very trust, very adoration, very envy) Komm, setz dich einfach, mein Schatz, auf den Stuhl.
(very scattered, very smooth, very mumbled, solace, no curiosity, apprehension) [pause 0.4s] Es ist sicher hier.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Quietly timid, surprisingly loud, clear, fragile, breathy, youthful, gentle, low-pitched, deliberate, soothing, deeply affectionate, warm, sincere, with-bursts
SCRIPT:
(very meek, very denasal, very harsh, very alleviation, very reverence, very fondness) Komm, setz dich einfach, mein Schatz, auf den Stuhl.
(very mumbled, very noisy, very meek, alleviation, no attention, alarm) [pause 0.4s] Es ist sicher hier.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
asmr_man clip 7.4s · EI gender +1.45
Procedural (tags, no archetype) regenerated
GENERAL: very soft-onset, very meek, very organic, very flat, very mumbled, middle-aged, feminine, low-register, very slow, trust, adoration, saudade, semi-genuine, with-bursts
SCRIPT:
(very smooth, very soft-onset, very smooth) (Contented Sigh) Komm, setz dich einfach, mein Schatz, auf den Stuhl.
(very smooth, very scattered, very smooth, no curiosity, submission, solace) [pause 0.6s] Es ist sicher hier.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Mumbled, noisy, nasal, thin-chested, slowing down, adult, feminine, low-register, very slow, liberated, butterflies in the stomach, sympathetic, genuine, with-bursts
SCRIPT:
(very smooth, very hi-fi, very organic, butterflies in the stomach, tenderness, wistfulness) (Sharp Inhale) Komm, setz dich einfach, mein Schatz, auf den Stuhl.
(very fading, very flat, very mumbled, comfort, no engrossment, dread) [pause 0.6s] Es ist sicher hier.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.44–0.86s0.42sContented Sigh0.280.04kept
asmr_man clip 7.7s · EI gender -0.01
Procedural (tags, no archetype) regenerated
GENERAL: very whispered, very warm, very soft-onset, very asmr, very noisy, elderly, low-register, very slow, trust, saudade, adoration, semi-genuine, with-bursts
SCRIPT:
(very whispered, very warm, very asmr, trust, adoration, envy) (Contented Sigh) Komm, [pause 0.6s] setz dich einfach, mein Schatz, auf den Stuhl.
(very smooth, very smooth, very steady, emotional blunting, no curiosity, submission) [pause 0.3s] Es ist sicher hier.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Intimate, fragile, soothing, aged, fading, low, gentle pace, tender, a moment of peace, somewhat sincere, with-bursts
SCRIPT:
(warm, full, vulnerable, affectionate, compassionate, relaxed) (Relief Sigh) Komm, [pause 0.6s] setz dich einfach, mein Schatz, auf den Stuhl.
(flat, clear, slightly rough, unconcerned, easing, calm) [pause 0.3s] Es ist sicher hier.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.04–0.44s0.40sContented Sigh0.540.00kept
asmr_man clip 12.0s · EI gender +1.51
Procedural (tags, no archetype) regenerated
GENERAL: very soft-onset, very smooth, very monologic, very organic, very asmr, middle-aged, feminine, low-register, very slow, trust, saudade, adoration, semi-genuine, with-bursts
SCRIPT:
(very smooth, very soft-onset, very smooth, trust, envy, adoration) Lass dich einfach vom Fluss tragen, mein Schatz.
(very smooth, very soft-onset, very flat, forgiveness, wistfulness, romantic desire) [pause 0.3s] Er nimmt dich sanft mit.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: breathy, mumbled, slightly noisy, gentle start, very laid-back, adult, feminine, low tone, slow pace, nervous flutter, merciful, wistful, somewhat sincere, with sudden bursts
SCRIPT:
(very relaxed, very soft-onset, very thin-chest, caring, having a crush, no engrossment) Lass dich einfach vom Fluss tragen, mein Schatz.
(very noisy, very fading, very relaxed, having a crush, pining, devotion) [pause 0.3s] Er nimmt dich sanft mit.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold
asmr_man clip 6.8s · EI gender +1.61
Procedural (tags, no archetype) regenerated
GENERAL: very asmr, very whispered, very smooth, very warm, very soft-onset, middle-aged, feminine, mid-register, very slow, trust, adoration, saudade, semi-genuine, with-bursts
SCRIPT:
(very smooth, very warm, very asmr) Hm, (Chuckle) lass dich einfach vom Fluss tragen, mein Schatz.
(very smooth, very smooth, very steady, feeling horny, forgiveness, romantic desire) Er nimmt dich sanft mit.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Warm, high-fidelity, relaxed, gentle, pleasant, middle-aged, low-register, slow, infatuated, tender, tranquil, semi-sincere, with-bursts
SCRIPT:
(very warm, very hi-fi, very relaxed, fondness, caring, satisfaction) Hm, lass dich einfach vom Fluss tragen, mein Schatz.
(very flat, very hi-fi, very effortless, fondness, sexual lust, wonder) Er nimmt dich sanft mit.
Detected burst spans (locator v2 → classifier v2, duration gate)
spandurlabelp(class)p(no_burst)status
0.10–0.42s0.32sChuckle0.250.00kept
asmr_man clip 6.8s · EI gender +1.60
Procedural (tags, no archetype) regenerated
GENERAL: very whispered, very smooth, very asmr, very narrator, very hi-fi, middle-aged, feminine, mid-register, slow, trust, adoration, saudade, semi-genuine, with-bursts
SCRIPT:
(very whispered, very smooth, very hi-fi, trust, adoration, envy) Lass dich einfach vom Fluss tragen, mein Schatz.
(very smooth, very smooth, very monologic) Er nimmt dich sanft mit.
LLM-assisted (Gemma-4, reword · burst positions from procedural) · hint: suppressed (gendered class) from 2026-07-21 — not regenerated
GENERAL: Delicate, breathy, fading, trailing off, soft start, mature, feminine, low tone, slow pace, nervous flutter, deep affection, relief, somewhat sincere, with sudden bursts
SCRIPT:
(very organic, very thin-chest, very effortless, sympathy, infatuation, awestruck) Lass dich einfach vom Fluss tragen, mein Schatz.
(very flat, very effortless, very hi-fi, liberation, saudade, no absorption) Er nimmt dich sanft mit.
Detected burst spans (locator v2 → classifier v2, duration gate)
no span above threshold