c-emolia-PXR

Corpus emolia in isolation, rule PXR.

Rule. PXR — proxy ramp-carrier: same two-sided test as AB2, but the per-step cap is applied on the PROXY axes for emotions that are not directly rampable
Source. trajectories_v5.parquet  |  Family. one corpus in isolation
Sampled from 240,455 matching rows, without replacement across the family, so no two tiers reuse a chain.
How to read a Script. Each chunk is one line: a short tag of what the models heard in that clip, then the words spoken.

(underlined, plain · delivery, style) — the tag before the words. Emotions first, then how it is delivered. Underlined descriptors are the ones that change across this chain — anything identical on every clip is pulled out and stated once above, because a value that never moves says nothing about a trajectory.
(ahem) — brackets inside the words are a different thing: a real non-speech sound, printed where it happens. Most clips have none; about a quarter do.

The full generated caption for any clip is still there, under “full caption & clip details”. Its perceived-gender and background-noise clauses were re-rendered from the numeric buckets, because the versions stored in the corpus index had those two ladders running backwards.

The emotion clause has been re-derived, and it used to be wrong. The 40 emotion heads are not on a common scale — Interest has a median of 2.08 and is never zero, while Infatuation is zero on 87.7 % of clips — and the caption named an emotion whenever its raw score cleared an absolute 1.0. Interest therefore appeared in 94.8 % of captions and Sadness in almost none: the clause was reporting the scale of the head, not the emotion of the clip. An emotion is now named only when it lands in the top 10 % for that emotion, against a pooled tie-aware mid-rank ECDF over 132,833,726 utterances spanning every dataset and language. Interest now appears in 6.2 %, all 40 emotions occur, and a clip that is ordinary on all 40 says “no dominant emotion” rather than being forced to pick one (21.8 % of clips). This is the same scale the trajectory miner selects on, so the caption and the mining now refer to the same quantity: the mined target emotion is named in the final clip's caption on 73 % of chains, up from 46 %.
Intoxication Altered States of Consciousness ↓  /  Emotional Numbnessc-emolia-PXR · #1

This chain comes from the proxy rule: the same two-sided test as above, but because Emotional Numbness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Emotional Numbness clearly present — 0.61, higher than 61 % of clips in this corpus — and ends with it at the very top of the corpus at 0.93, higher than 93 % of clips in this corpus. That is a total rise of 0.32.

At the same time Intoxication Altered States of Consciousness goes the other way, from 0.70 (higher than 70 % of clips in this corpus) to 0.36 (lower than 64 % of clips in this corpus), a change of -0.34. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.20, then +0.12 — an even, steady climb — each clip carries about the same share.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.93 against the first clip, where 1.00 would mean an identical voice. That is a strong match — almost certainly one person throughout. Neighbouring clips score at worst 0.95 against each other.

Voice consistency: these clips are separate recordings joined together. The measured match is tight (0.93), so any shift should be subtle — but you may still notice the voice change slightly from segment to segment. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 18 s · en · emolia

hear it un-normalised (raw levels, max seam 1.6 dB)
k 3d_a -0.341d_b 0.319step_a 0.212step_b 0.195min_cos_consec 0.9466min_cos_anchor 0.9308dataset emolialang enspeaker EN_A0tTdOLv5z0track EN_A0tTdOLv5z0total 18.3slevel spread 1.6 dBmax seam 1.6 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · neutral-toned, neutral-bright, fairly smooth, balanced body, good recording, no background noise, normal-paced, normally alert
(fairly steady, formal, authoritative) Junzo Yoshimura – 1908–1997 – designed a supplemental building in 1973
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, authoritative; good recording, no background noise; genuineness 0.2/6; vocal-burst blend 0.5/10; 6.4s, EN.
EN_A0tTdOLv5z0_W000003 · in -14.2 dBFS · gain -5.8 dB · emolia-00486
(steady, newsreading, formal) The museum is noted for its collection of Buddhist art, including images, sculpture, and altar articles
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: newsreading, formal; good recording, no background noise; genuineness 0.0/6; vocal-burst blend 0.3/10; 6.0s, EN.
EN_A0tTdOLv5z0_W000004 · in -15.8 dBFS · gain -4.2 dB · emolia-00486
(emotional numbness · fairly steady, formal, monologue) The museum houses and displays works of art belonging to temples and shrines in the Nara area.
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as emotional numbness; style: formal, monologue; good recording, no background noise; genuineness 0.2/6; vocal-burst blend 0.5/10; 5.6s, EN.
EN_A0tTdOLv5z0_W000005 · in -14.9 dBFS · gain -5.1 dB · emolia-00486
Concentration ↓  /  Sournessc-emolia-PXR · #2

This chain comes from the proxy rule: the same two-sided test as above, but because Sourness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Sourness around average — 0.57, higher than 57 % of clips in this corpus — and ends with it at the very top of the corpus at 0.90, higher than 90 % of clips in this corpus. That is a total rise of 0.33.

At the same time Concentration goes the other way, from 0.92 (higher than 92 % of clips in this corpus) to 0.62 (higher than 62 % of clips in this corpus), a change of -0.30. Both halves had to happen for this chain to qualify.

It takes 4 clips to get there. Clip to clip the moves are -0.10, then +0.25, then +0.18 — not a clean run: step 1 moves back the other way by 0.10 before the chain recovers.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.89 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.86 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.89. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

4 clips · 57 s · fr · emolia

hear it un-normalised (raw levels, max seam 1.5 dB)
k 4d_a -0.298d_b 0.334step_a 0.196step_b 0.248min_cos_consec 0.8606min_cos_anchor 0.8852dataset emolialang frspeaker FR_Ig0zQk8o_k0track FR_Ig0zQk8o_k0total 57.0slevel spread 1.5 dBmax seam 1.5 dBcos from recomputed from spkemb_traj
Script — 4 chunks, 4 with a non-speech sound
Unchanged across all 4 clips: a middle-aged masculine voice · neutral-toned, slightly dark, balanced body, average recording, quiet background, measured, slightly relaxed, fairly steady
(concentration · very low-energy, frequent disfluency, fairly narrow pitch, monologue) où on faisait une ou deux fois par an un culte collectif du quartier et, (low mumble) euh, devant la chapelle du compitum, voilà une autre vue du compitum, du vicus, de la rue d'Asilius.
full caption & clip details
A middle-aged masculine voice; delivery is very low-energy, measured, slightly relaxed, fairly steady; timbre is neutral-toned, slightly dark, slightly rough, balanced body; somewhat unclear, frequent disfluency, fairly narrow pitch, audible breath; affect is neutral, neutral stance, slightly guarded; reads as concentration; style: monologue, didactic; average recording, quiet background; genuineness 3.4/6; vocal-burst blend 0.4/10; 15.1s, FR.
FR_Ig0zQk8o_k0_W000164 · in -18.4 dBFS · gain -1.6 dB · emolia-02913
(awe · normally alert, frequent disfluency, fairly narrow pitch, monologue) Et, vous voyez, c'est des petites chapelles, (low mumble) euh, celles que je vous ai montrées étaient un peu plus grandes. Et, (ahem) euh, voilà, par exemple, les magistries. Ça, c'est sans doute les quatre magistries.
full caption & clip details
A middle-aged masculine voice; delivery is normally alert, measured, slightly relaxed, fairly steady; timbre is neutral-toned, slightly dark, slightly rough, balanced body; somewhat unclear, frequent disfluency, fairly narrow pitch, audible breath; affect is neutral, neutral stance, slightly guarded; reads as awe; style: monologue, didactic; average recording, quiet background; genuineness 3.3/6; vocal-burst blend 0.7/10; 11.9s, FR.
FR_Ig0zQk8o_k0_W000165 · in -18.1 dBFS · gain -1.9 dB · emolia-02913
(intoxication altered states of consciousness · subdued, frequent disfluency, fairly narrow pitch, monologue) un peu plus relevé, en toge, et puis ces personnages-là qui portent les statuettes des larcs, sans doute, et (low mumble) du génie d'Auguste, (low mumble) euh, étaient les, les esclaves qui formaient un collège avec eux. Et (low mumble) tout ce beau monde fêtait au, vers le début de l'année,
full caption & clip details
A middle-aged masculine voice; delivery is subdued, measured, slightly relaxed, fairly steady; timbre is neutral-toned, slightly dark, rough, balanced body; somewhat unclear, frequent disfluency, fairly narrow pitch, audible breath; affect is neutral, neutral stance, slightly guarded; reads as intoxication altered states of consciousness; style: monologue; average recording, quiet background; genuineness 3.3/6; vocal-burst blend 0.6/10; 18.3s, FR.
FR_Ig0zQk8o_k0_W000166 · in -17.8 dBFS · gain -2.2 dB · emolia-02913
(sourness · normally alert, some disfluency, moderate pitch range, monologue) vers le début janvier, hein, (low mumble) fêtait la fête des Compitalia, la fête du Carrefour. Il y avait même des jeux, etc. C'était très prisé pour se faire voir dans le quartier.
full caption & clip details
A middle-aged masculine voice; delivery is normally alert, measured, slightly relaxed, fairly steady; timbre is neutral-toned, slightly dark, slightly rough, balanced body; somewhat unclear, some disfluency, moderate pitch range, audible breath; affect is neutral, slightly dominant, slightly guarded; reads as sourness; style: monologue, authoritative; average recording, quiet background; genuineness 2.9/6; vocal-burst blend 1.8/10; 11.2s, FR.
FR_Ig0zQk8o_k0_W000167 · in -19.2 dBFS · gain -0.8 dB · emolia-02913
Doubt ↓  /  Impatience and Irritabilityc-emolia-PXR · #3

This chain comes from the proxy rule: the same two-sided test as above, but because Impatience and Irritability is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Impatience and Irritability around average — 0.57, higher than 57 % of clips in this corpus — and ends with it strongly present at 0.85, higher than 85 % of clips in this corpus. That is a total rise of 0.28.

At the same time Doubt goes the other way, from 0.74 (higher than 74 % of clips in this corpus) to 0.49 (lower than 51 % of clips in this corpus), a change of -0.25. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.09, then +0.19 — a fairly even climb, though some clips carry more of the change than others.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.87 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.91 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.87. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 31 s · zh · emolia

hear it un-normalised (raw levels, max seam 2.1 dB)
k 3d_a -0.253d_b 0.280step_a 0.239step_b 0.194min_cos_consec 0.9068min_cos_anchor 0.8749dataset emolialang zhspeaker ZH_B00007_S02289track ZH_B00007_S02289total 31.5slevel spread 2.1 dBmax seam 2.1 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: an adult masculine voice · neutral-toned, neutral-bright, fairly smooth, balanced body, normally alert, slightly relaxed, fairly steady, some disfluency
(measured, average clarity, didactic, authoritative) 纳税人为独生子女的,按照每年两万四千元,也就每月两千元的标准定额扣除。纳税人为非独生子女的。
full caption & clip details
An adult masculine voice; delivery is normally alert, measured, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: didactic, authoritative; average recording, quiet background; genuineness 3.3/6; vocal-burst blend 3.4/10; 9.6s, ZH.
ZH_B00007_S02289_W000028 · in -19.8 dBFS · gain -0.2 dB · emolia-03351
(normal-paced, average clarity, didactic, monologue) 应当与其兄弟姐妹分摊每年两万四千元、每月两千元的扣除额度。分摊方式包括平均分摊、被赡养人指定、分摊或者赡养人约定分摊具体分摊方式在一根纳税年度内不得变更。
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: didactic, monologue; average recording, quiet background; genuineness 2.2/6; vocal-burst blend 6.3/10; 15.6s, ZH.
ZH_B00007_S02289_W000029 · in -20.3 dBFS · gain +0.3 dB · emolia-03351
(fast, clear, authoritative, formal) 虽然老人赡养费用在我国还存在比较大的地域差别。每个家庭的老人赡养费用也千差万别。
full caption & clip details
A young adult masculine voice; delivery is normally alert, fast, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: authoritative, formal; good recording, no background noise; genuineness 1.7/6; vocal-burst blend 4.1/10; 6.0s, ZH.
ZH_B00007_S02289_W000030 · in -18.3 dBFS · gain -1.7 dB · emolia-03351
Confusion ↓  /  Longingc-emolia-PXR · #4

This chain comes from the proxy rule: the same two-sided test as above, but because Longing is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Longing clearly present — 0.65, higher than 65 % of clips in this corpus — and ends with it at the very top of the corpus at 0.92, higher than 92 % of clips in this corpus. That is a total rise of 0.27.

At the same time Confusion goes the other way, from 0.95 (higher than 95 % of clips in this corpus) to 0.62 (higher than 62 % of clips in this corpus), a change of -0.33. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.22, then +0.05 — most of the change happening immediately, then levelling off.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.75 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.82 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.75, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 33 s · zh · emolia

hear it un-normalised (raw levels, max seam 2.8 dB)
k 3d_a -0.334d_b 0.267step_a 0.247step_b 0.218min_cos_consec 0.8160min_cos_anchor 0.7466dataset emolialang zhspeaker ZH_B00011_S03574track ZH_B00011_S03574total 33.4slevel spread 3.3 dBmax seam 2.8 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 2 with a non-speech sound
Unchanged across all 3 clips: a child feminine voice · neutral-toned, neutral-bright, average recording, quiet background, normally alert, moderately variable, some disfluency
(confusion, astonishment surprise, shame · measured, neutral tension, somewhat unclear, casual) (low mumble) (contented sigh) 不知道,我不盘了,我出局了,就什么都不盘了。哎,我天哪,实在无法接受这个事实。
full caption & clip details
A child feminine voice; delivery is normally alert, measured, neutral tension, moderately variable; timbre is neutral-toned, neutral-bright, slightly rough, slightly thin; somewhat unclear, some disfluency, very wide pitch range, normal breath; affect is positive, slightly dominant, neutral openness; reads as confusion, astonishment surprise, shame; style: casual, conversational; average recording, quiet background; mildly explicit content; genuineness 5.0/6; vocal-burst blend 4.6/10; 10.2s, ZH.
ZH_B00011_S03574_W000050 · in -21.2 dBFS · gain +1.2 dB · emolia-03385
(intoxication altered states of consciousness, fatigue exhaustion, jealousy and envy · measured, neutral tension, average clarity, casual) (ahem) (exhausted groan) (ahem) 就嗯没关系,我下次如果还拿预言家牌,我还要去验这个呃机器猫好吧,我警徽给谁呢?我警徽不知道飞谁,我就不想给你这个,不想给你这个五就贼气,非要掰我的票,这贼气啊不想给这个屋。
full caption & clip details
A young adult feminine voice; delivery is normally alert, measured, neutral tension, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, slightly thin; average clarity, some disfluency, wide pitch range, light breath; affect is mildly positive, slightly submissive, neutral openness; reads as intoxication altered states of consciousness, fatigue exhaustion, jealousy and envy; style: casual, playful; average recording, quiet background; genuineness 4.5/6; vocal-burst blend 6.8/10; 17.6s, ZH.
ZH_B00011_S03574_W000051 · in -18.4 dBFS · gain -1.6 dB · emolia-03385
(longing · normal-paced, slightly relaxed, average clarity, storytelling) 你们两个让狼人牌盯着,我看女巫牌走了,还剩一个魔术师一杆枪。
full caption & clip details
A child feminine voice; delivery is normally alert, normal-paced, slightly relaxed, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, thin; average clarity, some disfluency, wide pitch range, light breath; affect is positive, slightly submissive, neutral openness; reads as longing; style: storytelling, casual; average recording, quiet background; genuineness 3.4/6; vocal-burst blend 3.3/10; 5.3s, ZH.
ZH_B00011_S03574_W000052 · in -17.8 dBFS · gain -2.2 dB · emolia-03385
Pain ↓  /  Concentrationc-emolia-PXR · #5

This chain comes from the proxy rule: the same two-sided test as above, but because Concentration is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Concentration clearly present — 0.70, higher than 70 % of clips in this corpus — and ends with it at the very top of the corpus at 1.00, virtually no clip in this corpus scores higher. That is a total rise of 0.30.

At the same time Pain goes the other way, from 0.83 (higher than 83 % of clips in this corpus) to 0.54 (higher than 54 % of clips in this corpus), a change of -0.29. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.06, then +0.24 — a slow start, with most of the change arriving in the final step.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.88 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.85 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.88. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 27 s · en · emolia

hear it un-normalised (raw levels, max seam 3.0 dB)
k 3d_a -0.292d_b 0.302step_a 0.173step_b 0.241min_cos_consec 0.8499min_cos_anchor 0.8811dataset emolialang enspeaker EN_vjnGyKqsoAutrack EN_vjnGyKqsoAutotal 27.3slevel spread 3.0 dBmax seam 3.0 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 1 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · fairly smooth, quiet background, fairly steady
(fast, normally alert, slightly relaxed, casual) Two affine varieties are isomorphic if and only if their coordinate rings are isomorphic.
full caption & clip details
A young adult masculine voice; delivery is normally alert, fast, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: casual, monologue; average recording, quiet background; genuineness 4.5/6; vocal-burst blend 3.3/10; 3.4s, EN.
EN_vjnGyKqsoAu_W000170 · in -20.0 dBFS · gain +0.0 dB · emolia-02477
(normal-paced, normally alert, slightly relaxed, casual) And now this is completely going to be false for projective varieties, okay. So the same
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: casual, didactic; average recording, quiet background; genuineness 5.0/6; vocal-burst blend 1.7/10; 4.6s, EN.
EN_vjnGyKqsoAu_W000171 · in -17.8 dBFS · gain -2.2 dB · emolia-02477
(concentration · measured, subdued, relaxed, monologue) We embedded into different projective spaces and (low mumble) uhhh, if you try to define the uhhh, (ahem) the ring of (low mumble) uhhh, functions (low mumble) uhhh, on that as uhhh, (low mumble) the, this polynomial ring model of the ideal, the homogeneous ideal, you will see that that ring is go, is capable of changing.
full caption & clip details
An elderly masculine voice; delivery is subdued, measured, relaxed, fairly steady; timbre is slightly cool, dark, fairly smooth, slightly thin; somewhat unclear, frequent disfluency, narrow pitch range, normal breath; affect is neutral, submissive, slightly guarded; reads as concentration; style: monologue, didactic; below-average recording, quiet background; genuineness 3.8/6; vocal-burst blend 0.9/10; 19.0s, EN.
EN_vjnGyKqsoAu_W000172 · in -20.8 dBFS · gain +0.8 dB · emolia-02477
Sexual Lust ↓  /  Emotional Numbnessc-emolia-PXR · #6

This chain comes from the proxy rule: the same two-sided test as above, but because Emotional Numbness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Emotional Numbness around average — 0.51, higher than 51 % of clips in this corpus — and ends with it at the very top of the corpus at 0.97, higher than 97 % of clips in this corpus. That is a total rise of 0.46.

At the same time Sexual Lust goes the other way, from 0.95 (higher than 95 % of clips in this corpus) to 0.70 (higher than 70 % of clips in this corpus), a change of -0.25. Both halves had to happen for this chain to qualify.

It takes 4 clips to get there. Clip to clip the moves are +0.20, then +0.21, then +0.05 — a plateau around step 3, where it barely moves.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.74 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.77 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.74, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

4 clips · 20 s · zh · emolia

k 4d_a -0.252d_b 0.459step_a 0.216step_b 0.210min_cos_consec 0.7675min_cos_anchor 0.7364dataset emolialang zhspeaker ZH_B00047_S04627track ZH_B00047_S04627total 19.8slevel spread 2.9 dBmax seam 2.9 dBcos from recomputed from spkemb_traj
Script — 4 chunks, 1 with a non-speech sound
Unchanged across all 4 clips: a child feminine voice · dark, thin, very low-energy, frequent disfluency, slurred
(sexual lust · slow, slightly relaxed, steady, whispered) 哎呦,真的,thank you这记形。
full caption & clip details
A child feminine voice; delivery is very low-energy, slow, slightly relaxed, steady; timbre is neutral-toned, dark, fairly smooth, thin; slurred, frequent disfluency, fairly narrow pitch, light breath; affect is neutral, slightly submissive, neutral openness; style: whispered, ASMR; average recording, no background noise; reads as sexual lust; genuineness 3.7/6; vocal-burst blend 2.4/10; 3.0s, ZH.
ZH_B00047_S04627_W000001 · in -26.1 dBFS · gain +6.1 dB · emolia-03749
(longing, distress, sadness · measured, relaxed, fairly steady, whispered) 回去拿熔炉去,这怎么一点都不科学呢?这附近雪液融化了才对呀。
full caption & clip details
A child feminine voice; delivery is very low-energy, measured, relaxed, fairly steady; timbre is slightly cool, dark, fairly smooth, thin; slurred, frequent disfluency, fairly narrow pitch, light breath; affect is neutral, submissive, neutral openness; reads as longing, distress, sadness; style: whispered, casual; below-average recording, no background noise; genuineness 4.0/6; vocal-burst blend 0.1/10; 6.0s, ZH.
ZH_B00047_S04627_W000002 · in -29.0 dBFS · gain +9.0 dB · emolia-03749
(helplessness, intoxication altered states of consciousness, fatigue exhaustion · very slow, relaxed, steady, casual) (surprised gasp) 唉,兄弟们,这里是可以合一下的,这样可以省略空间。
full caption & clip details
A child strongly feminine voice; delivery is very low-energy, very slow, relaxed, steady; timbre is slightly cool, dark, smooth, thin; slurred, frequent disfluency, narrow pitch range, heavy breath; affect is mildly negative, submissive, neutral openness; reads as helplessness, intoxication altered states of consciousness, fatigue exhaustion; style: casual, whispered; poor recording, quiet background; genuineness 5.3/6; vocal-burst blend 2.5/10; 4.0s, ZH.
ZH_B00047_S04627_W000003 · in -28.8 dBFS · gain +8.8 dB · emolia-03749
(emotional numbness, fatigue exhaustion, intoxication altered states of consciousness · slow, relaxed, fairly steady, whispered) 蜘蛛也没用炼药水,我才有火药,更没用,我又不做天气。
full caption & clip details
A child feminine voice; delivery is very low-energy, slow, relaxed, fairly steady; timbre is slightly cool, dark, smooth, thin; slurred, frequent disfluency, narrow pitch range, audible breath; affect is neutral, submissive, neutral openness; reads as emotional numbness, fatigue exhaustion, intoxication altered states of consciousness; style: whispered, casual; poor recording, no background noise; genuineness 4.8/6; vocal-burst blend 0.1/10; 6.2s, ZH.
ZH_B00047_S04627_W000004 · in -28.0 dBFS · gain +8.0 dB · emolia-03749
Concentration ↓  /  Infatuationc-emolia-PXR · #7

This chain comes from the proxy rule: the same two-sided test as above, but because Infatuation is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Infatuation around average — 0.45, lower than 55 % of clips in this corpus — and ends with it strongly present at 0.89, higher than 89 % of clips in this corpus. That is a total rise of 0.45.

At the same time Concentration goes the other way, from 0.73 (higher than 73 % of clips in this corpus) to 0.34 (lower than 66 % of clips in this corpus), a change of -0.39. Both halves had to happen for this chain to qualify.

It takes 4 clips to get there. Clip to clip the moves are +0.06, then +0.14, then +0.24 — a slow start, with most of the change arriving in the final step.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.81 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.76 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.81. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

4 clips · 25 s · zh · emolia

k 4d_a -0.387d_b 0.446step_a 0.229step_b 0.243min_cos_consec 0.7626min_cos_anchor 0.8135dataset emolialang zhspeaker ZH_B00030_S08103track ZH_B00030_S08103total 24.8slevel spread 2.0 dBmax seam 1.5 dBcos from recomputed from spkemb_traj
Script — 4 chunks, 0 with a non-speech sound
Unchanged across all 4 clips: a middle-aged feminine voice · neutral-toned, fairly smooth, good recording, no background noise, normally alert, slightly relaxed
(measured, moderately variable, some disfluency, playful) 八百多篇散文的丰富文化遗产注意啊有两个数字,一千五百四十多首诗歌。八百多篇散文。
full caption & clip details
A middle-aged feminine voice; delivery is normally alert, measured, slightly relaxed, moderately variable; timbre is neutral-toned, slightly dark, fairly smooth, balanced body; clear, some disfluency, wide pitch range, audible breath; affect is mildly positive, neutral stance, neutral openness; no dominant emotion; style: playful, dramatic; good recording, no background noise; genuineness 2.8/6; vocal-burst blend 2.4/10; 12.7s, ZH.
ZH_B00030_S08103_W000008 · in -19.7 dBFS · gain -0.3 dB · emolia-03575
(impatience and irritability, distress, fear · normal-paced, fairly steady, no disfluency, storytelling) 你说他留给我们后人的文章是不是非常多?
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as impatience and irritability, distress, fear; style: storytelling, formal; good recording, no background noise; genuineness 2.2/6; vocal-burst blend 4.8/10; 3.9s, ZH.
ZH_B00030_S08103_W000009 · in -18.3 dBFS · gain -1.7 dB · emolia-03575
(confusion · measured, moderately variable, no disfluency, cartoonish) 元日,他作于作者初拜相。
full caption & clip details
A child feminine voice; delivery is normally alert, measured, slightly relaxed, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; crisply articulate, no disfluency, wide pitch range, light breath; affect is neutral, slightly dominant, neutral openness; reads as confusion; style: cartoonish, dramatic; good recording, no background noise; genuineness 1.8/6; vocal-burst blend 2.6/10; 4.2s, ZH.
ZH_B00030_S08103_W000010 · in -19.7 dBFS · gain -0.3 dB · emolia-03575
(measured, moderately variable, no disfluency, storytelling) 正要进行新政改革之时。
full caption & clip details
A child feminine voice; delivery is normally alert, measured, slightly relaxed, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, thin; crisply articulate, no disfluency, wide pitch range, light breath; affect is positive, slightly submissive, neutral openness; no dominant emotion; style: storytelling, dramatic; good recording, no background noise; genuineness 1.8/6; vocal-burst blend 3.2/10; 3.6s, ZH.
ZH_B00030_S08103_W000011 · in -20.3 dBFS · gain +0.3 dB · emolia-03575
Pain ↓  /  Intoxication Altered States of Consciousnessc-emolia-PXR · #8

This chain comes from the proxy rule: the same two-sided test as above, but because Intoxication Altered States of Consciousness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Intoxication Altered States of Consciousness around average — 0.55, higher than 55 % of clips in this corpus — and ends with it strongly present at 0.80, higher than 80 % of clips in this corpus. That is a total rise of 0.25.

At the same time Pain goes the other way, from 0.91 (higher than 91 % of clips in this corpus) to 0.54 (higher than 54 % of clips in this corpus), a change of -0.37. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.17, then +0.08 — a fairly even climb, though some clips carry more of the change than others.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.96 against the first clip, where 1.00 would mean an identical voice. That is a strong match — almost certainly one person throughout. Neighbouring clips score at worst 0.96 against each other.

Voice consistency: these clips are separate recordings joined together. The measured match is tight (0.96), so any shift should be subtle — but you may still notice the voice change slightly from segment to segment. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 16 s · en · emolia

k 3d_a -0.366d_b 0.251step_a 0.193step_b 0.167min_cos_consec 0.9595min_cos_anchor 0.9587dataset emolialang enspeaker EN_B00061_S08450track EN_B00061_S08450total 15.6slevel spread 2.2 dBmax seam 1.9 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · neutral-toned, neutral-bright, fairly smooth, balanced body, good recording, no background noise, normal-paced, normally alert
(pain · fairly steady, formal, monologue) On March 2, 2002, an incident happened, hashid or hamafutsal
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as pain; style: formal, monologue; good recording, no background noise; genuineness 0.0/6; vocal-burst blend 0.8/10; 5.4s, EN.
EN_B00061_S08450_W000001 · in -16.6 dBFS · gain -3.5 dB · emolia-01407
(steady, formal, authoritative) In 2005, Weatherman Danny Roop announced that he moved to Channel 10
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, authoritative; good recording, no background noise; genuineness 0.0/6; vocal-burst blend 1.0/10; 5.3s, EN.
EN_B00061_S08450_W000002 · in -14.6 dBFS · gain -5.4 dB · emolia-01407
(fairly steady, formal, authoritative) This caused the news company's deficit to grow to 10 million shekels
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, authoritative; good recording, no background noise; genuineness 0.1/6; vocal-burst blend 0.8/10; 4.6s, EN.
EN_B00061_S08450_W000003 · in -14.3 dBFS · gain -5.7 dB · emolia-01407
Intoxication Altered States of Consciousness ↓  /  Affectionc-emolia-PXR · #9

This chain comes from the proxy rule: the same two-sided test as above, but because Affection is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Affection clearly present — 0.60, higher than 60 % of clips in this corpus — and ends with it at the very top of the corpus at 0.96, higher than 96 % of clips in this corpus. That is a total rise of 0.36.

At the same time Intoxication Altered States of Consciousness goes the other way, from 0.97 (higher than 97 % of clips in this corpus) to 0.53 (higher than 53 % of clips in this corpus), a change of -0.44. Both halves had to happen for this chain to qualify.

It takes 4 clips to get there. Clip to clip the moves are +0.16, then +0.01, then +0.19 — a slow start, with most of the change arriving in the final step.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.71 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.74 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.71, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

4 clips · 22 s · zh · emolia

k 4d_a -0.443d_b 0.364step_a 0.207step_b 0.188min_cos_consec 0.7435min_cos_anchor 0.7103dataset emolialang zhspeaker ZH_B00034_S00702track ZH_B00034_S00702total 22.2slevel spread 1.2 dBmax seam 1.1 dBcos from recomputed from spkemb_traj
Script — 4 chunks, 0 with a non-speech sound
Unchanged across all 4 clips: a child feminine voice · balanced body, no background noise
(intoxication altered states of consciousness, pain, teasing · measured, normally alert, relaxed, storytelling) 一人中途而废,另一人也做不得事。
full caption & clip details
A child feminine voice; delivery is normally alert, measured, relaxed, moderately variable; timbre is slightly warm, dark, slightly rough, balanced body; slurred, frequent disfluency, moderate pitch range, audible breath; affect is mildly positive, slightly submissive, neutral openness; reads as intoxication altered states of consciousness, pain, teasing; style: storytelling, whispered; average recording, no background noise; genuineness 2.8/6; vocal-burst blend 3.2/10; 5.7s, ZH.
ZH_B00034_S00702_W000002 · in -18.0 dBFS · gain -2.0 dB · emolia-03614
(doubt, intoxication altered states of consciousness, teasing · slow, very low-energy, slightly relaxed, ASMR) 俗话说,一刻不凡二主这事儿。
full caption & clip details
A child feminine voice; delivery is very low-energy, slow, slightly relaxed, steady; timbre is neutral-toned, slightly dark, fairly smooth, balanced body; crisply articulate, no disfluency, fairly narrow pitch, light breath; affect is neutral, neutral stance, neutral openness; reads as doubt, intoxication altered states of consciousness, teasing; style: ASMR, whispered; good recording, no background noise; genuineness 1.2/6; vocal-burst blend 0.2/10; 5.4s, ZH.
ZH_B00034_S00702_W000003 · in -18.4 dBFS · gain -1.6 dB · emolia-03614
(measured, normally alert, slightly relaxed, monologue) 仍是要在杨巡检身上找补。
full caption & clip details
A young adult feminine voice; delivery is normally alert, measured, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, neutral openness; no dominant emotion; style: monologue, ASMR; good recording, no background noise; genuineness 1.9/6; vocal-burst blend 3.0/10; 4.1s, ZH.
ZH_B00034_S00702_W000004 · in -18.3 dBFS · gain -1.7 dB · emolia-03614
(affection, infatuation, sexual lust · slow, subdued, slightly relaxed, ASMR) 眼下,杨巡检有这等心星已是圆满了。
full caption & clip details
A young adult feminine voice; delivery is subdued, slow, slightly relaxed, steady; timbre is neutral-toned, slightly dark, fairly smooth, balanced body; crisply articulate, frequent disfluency, narrow pitch range, audible breath; affect is neutral, neutral stance, neutral openness; reads as affection, infatuation, sexual lust; style: ASMR, whispered; average recording, no background noise; genuineness 1.4/6; vocal-burst blend 0.0/10; 6.6s, ZH.
ZH_B00034_S00702_W000005 · in -17.2 dBFS · gain -2.8 dB · emolia-03614
Pleasure Ecstasy ↓  /  Longingc-emolia-PXR · #10

This chain comes from the proxy rule: the same two-sided test as above, but because Longing is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Longing clearly present — 0.63, higher than 63 % of clips in this corpus — and ends with it at the very top of the corpus at 1.00, virtually no clip in this corpus scores higher. That is a total rise of 0.37.

At the same time Pleasure Ecstasy goes the other way, from 1.00 (virtually no clip in this corpus scores higher) to 0.74 (higher than 74 % of clips in this corpus), a change of -0.25. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.15, then +0.22 — an even, steady climb — each clip carries about the same share.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.73 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.74 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.73, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 38 s · en · emolia

k 3d_a -0.254d_b 0.372step_a 0.186step_b 0.219min_cos_consec 0.7352min_cos_anchor 0.7267dataset emolialang enspeaker EN_gQWG2De90Sotrack EN_gQWG2De90Sototal 37.9slevel spread 4.0 dBmax seam 3.0 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 1 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · slightly cool
(interest, pleasure ecstasy, hope enthusiasm optimism · fast, highly aroused, tense, dramatic) It's buried in good things called ministry. It's buried in good things like writing a book, the next travel gig, the next thing, the healing testimonies, all of this stuff. He said your face is glued to everything. But he said remember the day where you had nothing to look at except my face.
full caption & clip details
A young adult masculine voice; delivery is highly aroused, fast, tense, volatile; timbre is slightly cool, slightly bright, very rough, thin; clear, some disfluency, very wide pitch range, audible breath; affect is elated, very dominant, guarded; reads as interest, pleasure ecstasy, hope enthusiasm optimism; style: dramatic, authoritative; below-average recording, noisy background; genuineness 3.2/6; vocal-burst blend 5.4/10; 16.7s, EN.
EN_gQWG2De90So_W000105 · in -15.2 dBFS · gain -4.8 dB · emolia-02550
(anger, disappointment, distress · brisk, highly aroused, tense, dramatic) Your back was toward everything else and it seems like blessings started to find you when you were not looking for them and now your face turned toward those blessings and you might not have realized but you actually (ahem) turned your back toward my face.
full caption & clip details
A young adult masculine voice; delivery is highly aroused, brisk, tense, variable; timbre is slightly cool, slightly bright, very rough, thin; very clear, almost no disfluency, very wide pitch range, normal breath; affect is elated, very dominant, guarded; reads as anger, disappointment, distress; style: dramatic, ranting; below-average recording, some background noise; genuineness 3.0/6; vocal-burst blend 4.3/10; 12.1s, EN.
EN_gQWG2De90So_W000106 · in -16.2 dBFS · gain -3.8 dB · emolia-02550
(longing, affection, infatuation · measured, energised, slightly tense, dramatic) The Lord says to some of you here today, I wanna see your face. I see your body here, but I wanna see your face.
full caption & clip details
A middle-aged strongly masculine voice; delivery is energised, measured, slightly tense, variable; timbre is slightly cool, neutral-bright, rough, full; very clear, almost no disfluency, wide pitch range, audible breath; affect is negative, slightly dominant, vulnerable; reads as longing, affection, infatuation; style: dramatic, storytelling; average recording, quiet background; genuineness 1.1/6; vocal-burst blend 1.4/10; 8.8s, EN.
EN_gQWG2De90So_W000107 · in -19.2 dBFS · gain -0.8 dB · emolia-02550
Intoxication Altered States of Consciousness ↓  /  Bitternessc-emolia-PXR · #11

This chain comes from the proxy rule: the same two-sided test as above, but because Bitterness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Bitterness clearly present — 0.65, higher than 65 % of clips in this corpus — and ends with it at the very top of the corpus at 0.96, higher than 96 % of clips in this corpus. That is a total rise of 0.31.

At the same time Intoxication Altered States of Consciousness goes the other way, from 0.80 (higher than 80 % of clips in this corpus) to 0.51 (right about the corpus median), a change of -0.29. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.16, then +0.15 — an even, steady climb — each clip carries about the same share.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.89 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.89 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.89. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 20 s · en · emolia

k 3d_a -0.295d_b 0.308step_a 0.188step_b 0.160min_cos_consec 0.8901min_cos_anchor 0.8888dataset emolialang enspeaker EN_M7aCInQUHsUtrack EN_M7aCInQUHsUtotal 20.0slevel spread 2.4 dBmax seam 2.4 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 1 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · fairly smooth, balanced body, average recording, quiet background, fairly steady, moderate pitch range
(normal-paced, normally alert, slightly relaxed, casual) That's what satisfied means, right? To do something to satisfaction.
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: casual; average recording, quiet background; genuineness 3.4/6; vocal-burst blend 0.5/10; 4.1s, EN.
EN_M7aCInQUHsU_W000402 · in -25.4 dBFS · gain +5.4 dB · emolia-01240
(pain · normal-paced, normally alert, slightly relaxed, casual) (ahem) Uh, and he's unable to describe their kindness to his satisfaction because they are simply too kind.
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is slightly cool, slightly dark, fairly smooth, balanced body; somewhat unclear, frequent disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as pain; style: casual, monologue; average recording, quiet background; genuineness 3.6/6; vocal-burst blend 1.4/10; 7.4s, EN.
EN_M7aCInQUHsU_W000403 · in -23.0 dBFS · gain +3.0 dB · emolia-01240
(bitterness, malevolence malice, contempt · slow, very low-energy, relaxed, monologue) Especially about Mrs. Harville taking care of Louisa. Exertions means efforts.
full caption & clip details
A middle-aged masculine voice; delivery is very low-energy, slow, relaxed, fairly steady; timbre is slightly cool, slightly dark, fairly smooth, balanced body; somewhat unclear, frequent disfluency, moderate pitch range, normal breath; affect is neutral, submissive, neutral openness; reads as bitterness, malevolence malice, contempt; style: monologue, didactic; average recording, quiet background; genuineness 2.4/6; vocal-burst blend 0.0/10; 8.3s, EN.
EN_M7aCInQUHsU_W000404 · in -23.1 dBFS · gain +3.1 dB · emolia-01240
Concentration ↓  /  Contemplationc-emolia-PXR · #12

This chain comes from the proxy rule: the same two-sided test as above, but because Contemplation is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Contemplation below average — 0.35, lower than 65 % of clips in this corpus — and ends with it strongly present at 0.78, higher than 78 % of clips in this corpus. That is a total rise of 0.43.

At the same time Concentration goes the other way, from 0.82 (higher than 82 % of clips in this corpus) to 0.33 (lower than 67 % of clips in this corpus), a change of -0.50. Both halves had to happen for this chain to qualify.

It takes 4 clips to get there. Clip to clip the moves are +0.04, then +0.23, then +0.17 — a plateau around step 1, where it barely moves.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.92 against the first clip, where 1.00 would mean an identical voice. That is a strong match — almost certainly one person throughout. Neighbouring clips score at worst 0.91 against each other.

Voice consistency: these clips are separate recordings joined together. The measured match is tight (0.92), so any shift should be subtle — but you may still notice the voice change slightly from segment to segment. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

4 clips · 29 s · en · emolia

k 4d_a -0.498d_b 0.432step_a 0.202step_b 0.229min_cos_consec 0.9116min_cos_anchor 0.9229dataset emolialang enspeaker EN_T4fdk8KgEZ4track EN_T4fdk8KgEZ4total 29.0slevel spread 1.1 dBmax seam 0.6 dBcos from recomputed from spkemb_traj
Script — 4 chunks, 0 with a non-speech sound
Unchanged across all 4 clips: a young adult masculine voice · neutral-toned, neutral-bright, fairly smooth, balanced body, good recording, no background noise, normal-paced, normally alert
(fairly steady, formal, newsreading) Pollinin core samples from Lake Baffa in the Latmas region inland of Miletus suggests that a lightly grazed climax forest prevailed in the Meander Valley, otherwise untenanted
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, newsreading; good recording, no background noise; genuineness 0.0/6; vocal-burst blend 0.0/10; 9.8s, EN.
EN_T4fdk8KgEZ4_W000027 · in -14.2 dBFS · gain -5.8 dB · emolia-01725
(fairly steady, formal, newsreading) Sparse Neolithic settlements were made at springs, numerous and sometimes geothermal in this karst, rift valley topography
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, newsreading; good recording, no background noise; genuineness 0.0/6; vocal-burst blend 0.2/10; 7.1s, EN.
EN_T4fdk8KgEZ4_W000028 · in -14.8 dBFS · gain -5.2 dB · emolia-01725
(emotional numbness, infatuation · fairly steady, formal, authoritative) The islands offshore were settled perhaps for their strategic significance at the mouth of the Meander, a route inland protected by escarpments
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as emotional numbness, infatuation; style: formal, authoritative; good recording, no background noise; genuineness 0.2/6; vocal-burst blend 0.0/10; 7.4s, EN.
EN_T4fdk8KgEZ4_W000029 · in -15.3 dBFS · gain -4.7 dB · emolia-01725
(steady, formal, monologue) The graziers in the valley may have belonged to them, but the location looked to the sea
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; no dominant emotion; style: formal, monologue; good recording, no background noise; genuineness 0.2/6; vocal-burst blend 1.3/10; 4.2s, EN.
EN_T4fdk8KgEZ4_W000030 · in -14.8 dBFS · gain -5.2 dB · emolia-01725
Longing ↓  /  Fearc-emolia-PXR · #13

This chain comes from the proxy rule: the same two-sided test as above, but because Fear is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Fear clearly present — 0.71, higher than 71 % of clips in this corpus — and ends with it at the very top of the corpus at 1.00, virtually no clip in this corpus scores higher. That is a total rise of 0.28.

At the same time Longing goes the other way, from 0.98 (higher than 98 % of clips in this corpus) to 0.72 (higher than 72 % of clips in this corpus), a change of -0.25. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.17, then +0.11 — an even, steady climb — each clip carries about the same share.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.91 against the first clip, where 1.00 would mean an identical voice. That is a strong match — almost certainly one person throughout. Neighbouring clips score at worst 0.88 against each other.

Voice consistency: these clips are separate recordings joined together. The measured match is tight (0.91), so any shift should be subtle — but you may still notice the voice change slightly from segment to segment. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 42 s · zh · emolia

k 3d_a -0.255d_b 0.283step_a 0.164step_b 0.175min_cos_consec 0.8800min_cos_anchor 0.9051dataset emolialang zhspeaker ZH_B00067_S02048track ZH_B00067_S02048total 41.9slevel spread 0.7 dBmax seam 0.7 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: a young adult feminine voice · neutral-bright, fairly smooth, good recording, no background noise, clear
(longing, embarrassment, astonishment surprise · measured, very low-energy, slightly relaxed, ASMR) I didn't want to say that i'd never heard of vizabella rosli. I'm going to meet the camera crew at the law courts.
full caption & clip details
A young adult feminine voice; delivery is very low-energy, measured, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, little disfluency, moderate pitch range, light breath; affect is mildly negative, slightly submissive, vulnerable; reads as longing, embarrassment, astonishment surprise; style: ASMR, whispered; good recording, no background noise; genuineness 1.5/6; vocal-burst blend 3.2/10; 7.0s, ZH.
ZH_B00067_S02048_W000533 · in -16.9 dBFS · gain -3.1 dB · emolia-03950
(doubt, emotional numbness, fatigue exhaustion · normal-paced, normally alert, slightly relaxed, narration) I have to report on a story for television without knowing what it is about.
full caption & clip details
An adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, no disfluency, moderate pitch range, light breath; affect is mildly negative, slightly dominant, slightly guarded; reads as doubt, emotional numbness, fatigue exhaustion; style: narration, monologue; good recording, no background noise; genuineness 0.3/6; vocal-burst blend 0.8/10; 4.9s, ZH.
ZH_B00067_S02048_W000534 · in -16.8 dBFS · gain -3.2 dB · emolia-03950
(fear, doubt, teasing · normal-paced, energised, neutral tension, conversational) I just came out of the toilets and found paculi outside with richards. Dogs. Are you? Okay? She asked, you look a bit worried. No, no, i'm fine. I said. Are you sure she stared at me for a moment? Listen, richard didn't mean, is a bella roselinhe 's thinking of elana rocini right ah now i understand.
full caption & clip details
A young adult feminine voice; delivery is energised, normal-paced, neutral tension, variable; timbre is slightly cool, neutral-bright, fairly smooth, slightly thin; clear, some disfluency, wide pitch range, normal breath; affect is negative, slightly dominant, neutral openness; reads as fear, doubt, teasing; style: conversational, storytelling; good recording, no background noise; genuineness 1.7/6; vocal-burst blend 3.5/10; 29.7s, ZH.
ZH_B00067_S02048_W000535 · in -17.5 dBFS · gain -2.5 dB · emolia-03950
Contempt ↓  /  Longingc-emolia-PXR · #14

This chain comes from the proxy rule: the same two-sided test as above, but because Longing is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Longing clearly present — 0.69, higher than 69 % of clips in this corpus — and ends with it at the very top of the corpus at 0.97, higher than 97 % of clips in this corpus. That is a total rise of 0.28.

At the same time Contempt goes the other way, from 0.94 (higher than 94 % of clips in this corpus) to 0.61 (higher than 61 % of clips in this corpus), a change of -0.33. Both halves had to happen for this chain to qualify.

It takes 5 clips to get there. Clip to clip the moves are +0.12, then +0.17, then -0.19, then +0.19 — not a clean run: step 3 moves back the other way by 0.19 before the chain recovers.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.90 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.88 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.90. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

5 clips · 74 s · zh · emolia

k 5d_a -0.329d_b 0.277step_a 0.179step_b 0.191min_cos_consec 0.8846min_cos_anchor 0.8980dataset emolialang zhspeaker ZH_26k0Hylr1qotrack ZH_26k0Hylr1qototal 74.4slevel spread 1.9 dBmax seam 1.9 dBcos from recomputed from spkemb_traj
Script — 5 chunks, 1 with a non-speech sound
Unchanged across all 5 clips: a young adult feminine voice · neutral-toned, fairly smooth, normally alert, moderately variable, some disfluency, light breath
(contempt · brisk, slightly relaxed, clear, dramatic) 咁樓梯呢,佢其實都係鋪咗磚嘅,咁同埋呢,喺呢個位置呢,都有個防滑條咁樣啦。
full caption & clip details
A young adult feminine voice; delivery is normally alert, brisk, slightly relaxed, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, balanced body; clear, some disfluency, wide pitch range, light breath; affect is mildly positive, slightly dominant, slightly guarded; reads as contempt; style: dramatic, conversational; good recording, no background noise; genuineness 2.6/6; vocal-burst blend 5.1/10; 6.1s, ZH.
ZH_26k0Hylr1qo_W000040 · in -20.7 dBFS · gain +0.7 dB · emolia-03276
(elation, triumph, interest · brisk, neutral tension, average clarity, casual) (ahem) 主人房這邊呢,呃,也是這些白色的底窗,那這邊呢就放了King (breathy giggle) size床,那它那個牆上面也有一個床板位置呢,這個是白色的,挺舒服的,它又去到頂,也都放了很多port light,前面這個位置也夠闊落的,有些人會喜歡在床的床尾再放一張小椅子,這個也夠位置放的,
full caption & clip details
A young adult feminine voice; delivery is normally alert, brisk, neutral tension, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, balanced body; average clarity, some disfluency, wide pitch range, light breath; affect is positive, slightly dominant, slightly guarded; reads as elation, triumph, interest; style: casual, conversational; good recording, quiet background; genuineness 3.3/6; vocal-burst blend 8.8/10; 21.2s, ZH.
ZH_26k0Hylr1qo_W000042 · in -21.7 dBFS · gain +1.7 dB · emolia-03276
(jealousy and envy, longing, infatuation · brisk, neutral tension, average clarity, casual) 咁呢度佢有櫃啦,佢就冇門再通去洗手間啦,佢呢度係open嘅,咁我見好多比較外國式嘅住宅,其實都鍾意唔再裝門。我入咗嚟呢個位呢,其實已經係shower嘅位置㗎啦,咁就可以30啦,咁呢個frameless嘅位呢,咁呢度係其實又有一級嘅,所以啲水呢應該係唔會脹出嚟嘅。
full caption & clip details
A young adult feminine voice; delivery is normally alert, brisk, neutral tension, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, slightly thin; average clarity, some disfluency, wide pitch range, light breath; affect is positive, slightly dominant, slightly guarded; reads as jealousy and envy, longing, infatuation; style: casual, dramatic; average recording, quiet background; genuineness 4.2/6; vocal-burst blend 9.9/10; 19.3s, ZH.
ZH_26k0Hylr1qo_W000043 · in -19.7 dBFS · gain -0.3 dB · emolia-03276
(teasing, sexual lust, elation · normal-paced, slightly relaxed, average clarity, dramatic) 咁呢度全個呢個位置呢都係鋪咗磚啦咁呢度有花灑咁有水龍頭然後浴缸呢就喺入面嘅咁長身呢呢邊係玻璃啦呢度就全部都係鋪咗磚嘅shower去到浴缸呢一個位呢都有一級嘅
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, slightly thin; average clarity, some disfluency, wide pitch range, light breath; affect is positive, slightly dominant, neutral openness; reads as teasing, sexual lust, elation; style: dramatic, playful; average recording, quiet background; genuineness 2.8/6; vocal-burst blend 6.2/10; 16.7s, ZH.
ZH_26k0Hylr1qo_W000044 · in -19.8 dBFS · gain -0.2 dB · emolia-03276
(longing, relief, thankfulness gratitude · normal-paced, neutral tension, average clarity, monologue) 咁所以佢就確保大家可能係淋浴嘅時候啲水其實都會喺呢個低位範圍啦咁佢個排水呢就係呢一條喇掛毛巾位喺後面
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, neutral tension, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as longing, relief, thankfulness gratitude; style: monologue, casual; average recording, quiet background; genuineness 2.9/6; vocal-burst blend 3.0/10; 10.6s, ZH.
ZH_26k0Hylr1qo_W000045 · in -21.1 dBFS · gain +1.1 dB · emolia-03276
Malevolence Malice ↓  /  Contentmentc-emolia-PXR · #15

This chain comes from the proxy rule: the same two-sided test as above, but because Contentment is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Contentment clearly present — 0.68, higher than 68 % of clips in this corpus — and ends with it at the very top of the corpus at 0.94, higher than 94 % of clips in this corpus. That is a total rise of 0.26.

At the same time Malevolence Malice goes the other way, from 0.74 (higher than 74 % of clips in this corpus) to 0.22 (lower than 78 % of clips in this corpus), a change of -0.52. Both halves had to happen for this chain to qualify.

It takes 5 clips to get there. Clip to clip the moves are +0.14, then -0.11, then +0.01, then +0.21 — not a clean run: step 2 moves back the other way by 0.11 before the chain recovers.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.85 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.85 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.85. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

5 clips · 59 s · en · emolia

k 5d_a -0.521d_b 0.257step_a 0.239step_b 0.215min_cos_consec 0.8525min_cos_anchor 0.8533dataset emolialang enspeaker EN_xmwk7bBd8QAtrack EN_xmwk7bBd8QAtotal 58.9slevel spread 3.9 dBmax seam 3.9 dBcos from recomputed from spkemb_traj
Script — 5 chunks, 1 with a non-speech sound
Unchanged across all 5 clips: a young adult feminine voice · neutral-toned, fairly smooth, good recording, normal-paced, normally alert, some disfluency
(slightly relaxed, fairly steady, average clarity, casual) While the student is recording their video. Now this is kind of an interesting little control area of your grid settings.
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, slightly bright, fairly smooth, balanced body; average clarity, some disfluency, wide pitch range, light breath; affect is mildly positive, neutral stance, neutral openness; no dominant emotion; style: casual, authoritative; good recording, no background noise; genuineness 2.1/6; vocal-burst blend 0.1/10; 8.2s, EN.
EN_xmwk7bBd8QA_W000029 · in -22.2 dBFS · gain +2.2 dB · emolia-01296
(relief, distress, fear · relaxed, moderately variable, average clarity, casual) Say that you're covering a sensitive topic and you're worried that a student might create an inappropriate, thoughtless, or rude video that everyone would see and it would just be a headache.
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, relaxed, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, slightly thin; average clarity, some disfluency, wide pitch range, normal breath; affect is mildly positive, slightly submissive, neutral openness; reads as relief, distress, fear; style: casual, conversational; good recording, quiet background; genuineness 2.4/6; vocal-burst blend 1.7/10; 12.4s, EN.
EN_xmwk7bBd8QA_W000030 · in -25.1 dBFS · gain +5.1 dB · emolia-01296
(slightly relaxed, moderately variable, average clarity, casual) You can choose to have your videos moderated. And what that means is if you turn this on, as soon as the student submits a video, it'll let you know.
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, moderately variable; timbre is neutral-toned, slightly bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, slightly dominant, neutral openness; no dominant emotion; style: casual, conversational; good recording, no background noise; genuineness 2.5/6; vocal-burst blend 4.0/10; 7.8s, EN.
EN_xmwk7bBd8QA_W000031 · in -21.9 dBFS · gain +1.9 dB · emolia-01296
(sourness, contempt, infatuation · slightly relaxed, fairly steady, clear, casual) You can go in, view the video, and if it meets the guidelines that you're wanting and is appropriate, then you can go ahead and publish it to the grid. But nothing will automatically be published without you taking a look at it. This makes a little bit more work for you, but it also helps avoid potential headaches.
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, slightly bright, fairly smooth, full; clear, some disfluency, moderate pitch range, light breath; affect is mildly positive, neutral stance, slightly guarded; reads as sourness, contempt, infatuation; style: casual, conversational; good recording, no background noise; mildly explicit content; genuineness 1.2/6; vocal-burst blend 2.7/10; 17.5s, EN.
EN_xmwk7bBd8QA_W000032 · in -25.5 dBFS · gain +5.5 dB · emolia-01296
(contentment · slightly relaxed, fairly steady, average clarity, casual) You can also allow students to reply to each other. I recommend turning this on, (low mumble) uhm, because it allows for more of that interaction and feedback rather than just passively watching the videos.
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, neutral stance, neutral openness; reads as contentment; style: casual, whispered; good recording, no background noise; genuineness 1.6/6; vocal-burst blend 1.3/10; 12.5s, EN.
EN_xmwk7bBd8QA_W000033 · in -21.6 dBFS · gain +1.6 dB · emolia-01296
Contemplation ↓  /  Disgustc-emolia-PXR · #16

This chain comes from the proxy rule: the same two-sided test as above, but because Disgust is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Disgust clearly present — 0.65, higher than 65 % of clips in this corpus — and ends with it at the very top of the corpus at 0.99, higher than 99 % of clips in this corpus. That is a total rise of 0.34.

At the same time Contemplation goes the other way, from 0.98 (higher than 98 % of clips in this corpus) to 0.71 (higher than 71 % of clips in this corpus), a change of -0.27. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.24, then +0.10 — a fairly even climb, though some clips carry more of the change than others.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.74 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.83 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.74, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 40 s · en · emolia

k 3d_a -0.269d_b 0.342step_a 0.186step_b 0.244min_cos_consec 0.8282min_cos_anchor 0.7409dataset emolialang enspeaker EN_bz3KsFrmE0utrack EN_bz3KsFrmE0utotal 39.7slevel spread 0.7 dBmax seam 0.7 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: an adult masculine voice · neutral-toned, neutral-bright, full, good recording, no background noise, measured, clear
(contemplation, anger, bitterness · energised, slightly relaxed, fairly steady, dramatic) They also think and feel that if they truly do have everything in life and what you're saying is true.
full caption & clip details
An adult masculine voice; delivery is energised, measured, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, full; clear, almost no disfluency, moderate pitch range, light breath; affect is mildly positive, slightly dominant, fairly guarded; reads as contemplation, anger, bitterness; style: dramatic, monologue; good recording, no background noise; genuineness 0.3/6; vocal-burst blend 0.1/10; 7.2s, EN.
EN_bz3KsFrmE0u_W000019 · in -23.2 dBFS · gain +3.2 dB · emolia-01283
(bitterness, fear, impatience and irritability · energised, neutral tension, fairly steady, dramatic) But they still feel this way and they still feel depressed. Then nothing's ever going to get better, is it? If you could ignore your depression, you would, wouldn't you? But it's not that simple and it's something that you just cannot do.
full caption & clip details
An adult masculine voice; delivery is energised, measured, neutral tension, fairly steady; timbre is neutral-toned, neutral-bright, slightly rough, full; clear, some disfluency, wide pitch range, normal breath; affect is negative, slightly dominant, fairly guarded; reads as bitterness, fear, impatience and irritability; style: dramatic, storytelling; good recording, no background noise; genuineness 0.8/6; vocal-burst blend 3.1/10; 19.3s, EN.
EN_bz3KsFrmE0u_W000020 · in -23.9 dBFS · gain +4.0 dB · emolia-01283
(contempt, disgust, malevolence malice · normally alert, slightly relaxed, steady, whispered) Saying this to somebody who is depressed is a pretty stupid thing to say. So please do not say this. Number six, you're not the same and you're not fun to be around anymore.
full caption & clip details
An adult masculine voice; delivery is normally alert, measured, slightly relaxed, steady; timbre is neutral-toned, neutral-bright, slightly rough, full; clear, little disfluency, moderate pitch range, normal breath; affect is mildly negative, slightly dominant, fairly guarded; reads as contempt, disgust, malevolence malice; style: whispered, didactic; good recording, no background noise; genuineness 0.6/6; vocal-burst blend 0.7/10; 12.8s, EN.
EN_bz3KsFrmE0u_W000021 · in -23.6 dBFS · gain +3.6 dB · emolia-01283
Jealousy and Envy ↓  /  Emotional Numbnessc-emolia-PXR · #17

This chain comes from the proxy rule: the same two-sided test as above, but because Emotional Numbness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Emotional Numbness clearly present — 0.68, higher than 68 % of clips in this corpus — and ends with it at the very top of the corpus at 0.98, higher than 98 % of clips in this corpus. That is a total rise of 0.30.

At the same time Jealousy and Envy goes the other way, from 1.00 (virtually no clip in this corpus scores higher) to 0.68 (higher than 68 % of clips in this corpus), a change of -0.31. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.07, then +0.22 — a slow start, with most of the change arriving in the final step.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.95 against the first clip, where 1.00 would mean an identical voice. That is a strong match — almost certainly one person throughout. Neighbouring clips score at worst 0.95 against each other.

Voice consistency: these clips are separate recordings joined together. The measured match is tight (0.95), so any shift should be subtle — but you may still notice the voice change slightly from segment to segment. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 53 s · de · emolia

k 3d_a -0.313d_b 0.297step_a 0.165step_b 0.222min_cos_consec 0.9541min_cos_anchor 0.9467dataset emolialang despeaker DE_8d28v27HEWItrack DE_8d28v27HEWItotal 53.3slevel spread 1.1 dBmax seam 0.5 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · neutral-toned, neutral-bright, fairly smooth, balanced body, quiet background, normally alert, slightly relaxed, fairly steady
(jealousy and envy, impatience and irritability, teasing · normal-paced, monologue, casual) Ungroup.
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as jealousy and envy, impatience and irritability, teasing; style: monologue, casual; good recording, quiet background; genuineness 2.5/6; vocal-burst blend 5.4/10; 30.0s, DE.
DE_8d28v27HEWI_W000036 · in -15.9 dBFS · gain -4.0 dB · emolia-00024
(doubt, concentration · normal-paced, monologue, casual) d'accord.
full caption & clip details
A young adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as doubt, concentration; style: monologue, casual; average recording, quiet background; genuineness 3.6/6; vocal-burst blend 3.1/10; 15.2s, DE.
DE_8d28v27HEWI_W000037 · in -16.5 dBFS · gain -3.5 dB · emolia-00024
(emotional numbness, intoxication altered states of consciousness · fast, casual) select, move, resize, and rotate, und so weiter. Das bringt euch aber alles noch nicht, solange ihr kein Terrain habt. Und dafür gehen wir einfach mal hier oben auf edit.
full caption & clip details
A young adult masculine voice; delivery is normally alert, fast, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, neutral stance, slightly guarded; reads as emotional numbness, intoxication altered states of consciousness; style: casual; good recording, quiet background; genuineness 3.5/6; vocal-burst blend 5.8/10; 7.7s, DE.
DE_8d28v27HEWI_W000038 · in -17.0 dBFS · gain -3.0 dB · emolia-00024
Impatience and Irritability ↓  /  Hope Enthusiasm Optimismc-emolia-PXR · #18

This chain comes from the proxy rule: the same two-sided test as above, but because Hope Enthusiasm Optimism is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Hope Enthusiasm Optimism around average — 0.57, higher than 57 % of clips in this corpus — and ends with it at the very top of the corpus at 0.96, higher than 96 % of clips in this corpus. That is a total rise of 0.39.

At the same time Impatience and Irritability goes the other way, from 0.94 (higher than 94 % of clips in this corpus) to 0.42 (lower than 58 % of clips in this corpus), a change of -0.52. Both halves had to happen for this chain to qualify.

It takes 5 clips to get there. Clip to clip the moves are +0.17, then +0.21, then -0.12, then +0.13 — not a clean run: step 3 moves back the other way by 0.12 before the chain recovers.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.85 against the first clip, where 1.00 would mean an identical voice. That is above the 0.80 threshold the mining used — very likely one person. Neighbouring clips score at worst 0.86 against each other.

Voice consistency: these clips are separate recordings joined together, matching at 0.85. You may notice the voice shift a little between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

5 clips · 73 s · en · emolia

k 5d_a -0.517d_b 0.387step_a 0.231step_b 0.207min_cos_consec 0.8551min_cos_anchor 0.8467dataset emolialang enspeaker EN_B00061_S06045track EN_B00061_S06045total 72.9slevel spread 6.4 dBmax seam 6.4 dBcos from recomputed from spkemb_traj
Script — 5 chunks, 3 with a non-speech sound
Unchanged across all 5 clips: an adult masculine voice · neutral-toned, neutral-bright, balanced body, quiet background, normally alert, some disfluency, light breath
(impatience and irritability, bitterness · normal-paced, neutral tension, moderately variable, didactic) But let me say this, some of my best traders only trade two or three setups. It's all they trade with. So there are literally, (low mumble) uh, well,
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, neutral tension, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, wide pitch range, light breath; affect is mildly positive, slightly dominant, slightly guarded; reads as impatience and irritability, bitterness; style: didactic, casual; good recording, quiet background; genuineness 3.2/6; vocal-burst blend 3.2/10; 9.7s, EN.
EN_B00061_S06045_W000006 · in -20.2 dBFS · gain +0.2 dB · emolia-01416
(brisk, neutral tension, moderately variable, casual) In the new members area that's about to be launched, (ahem) uh, you'll click on there and you'll receive a ticket number. So if you've got a question, (low mumble) uh, I'm actually hiring additional coaches and moderators, which I'll explain in a moment, you'll have a ticket number and I've got to then respond back within a certain amount of time. So I can just track quality control if you like. Live trading room we'll talk about in a moment, members only, swing trading, futures trading, markets to trade.
full caption & clip details
An adult masculine voice; delivery is normally alert, brisk, neutral tension, moderately variable; timbre is neutral-toned, neutral-bright, slightly rough, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, slightly dominant, slightly guarded; no dominant emotion; style: casual, monologue; average recording, quiet background; genuineness 2.9/6; vocal-burst blend 4.8/10; 25.3s, EN.
EN_B00061_S06045_W000007 · in -26.6 dBFS · gain +6.6 dB · emolia-01416
(sourness, hope enthusiasm optimism, pride · normal-paced, slightly relaxed, fairly steady, didactic) This is my philosophy. So rather than spend a fortune in advertising and marketing selling expensive training and coaching programs, to hopefully have some of those traders join my room,
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; clear, some disfluency, moderate pitch range, light breath; affect is neutral, neutral stance, slightly guarded; reads as sourness, hope enthusiasm optimism, pride; style: didactic, monologue; average recording, quiet background; genuineness 1.8/6; vocal-burst blend 1.0/10; 11.3s, EN.
EN_B00061_S06045_W000008 · in -21.8 dBFS · gain +1.8 dB · emolia-01416
(affection, amusement · normal-paced, slightly relaxed, fairly steady, casual) And I've got to tell you this, my wife calls and love letters, which I sort of like. I receive emails from members.
full caption & clip details
An adult masculine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, neutral stance, slightly guarded; reads as affection, amusement; style: casual, playful; good recording, quiet background; genuineness 4.1/6; vocal-burst blend 1.6/10; 6.6s, EN.
EN_B00061_S06045_W000009 · in -23.8 dBFS · gain +3.8 dB · emolia-01416
(hope enthusiasm optimism, interest · brisk, slightly relaxed, moderately variable, casual) Now we've got some great counter trend strategies by the way, which I'll quickly show you in a moment. Uh, (low mumble) but really start one thing and develop over a period of time. Now, if you're an experienced trader, uh, (ahem) you've got to go back and draw a line in the sand and basically restart. And that's something I talk a lot about in my program.
full caption & clip details
An adult masculine voice; delivery is normally alert, brisk, slightly relaxed, moderately variable; timbre is neutral-toned, neutral-bright, fairly smooth, balanced body; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, slightly dominant, slightly guarded; reads as hope enthusiasm optimism, interest; style: casual, conversational; average recording, quiet background; genuineness 3.3/6; vocal-burst blend 4.3/10; 19.5s, EN.
EN_B00061_S06045_W000010 · in -23.5 dBFS · gain +3.5 dB · emolia-01416
Fatigue Exhaustion ↓  /  Contemplationc-emolia-PXR · #19

This chain comes from the proxy rule: the same two-sided test as above, but because Contemplation is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Contemplation clearly present — 0.73, higher than 73 % of clips in this corpus — and ends with it at the very top of the corpus at 0.99, higher than 99 % of clips in this corpus. That is a total rise of 0.26.

At the same time Fatigue Exhaustion goes the other way, from 0.95 (higher than 95 % of clips in this corpus) to 0.69 (higher than 69 % of clips in this corpus), a change of -0.27. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.25, then +0.01 — most of the change happening immediately, then levelling off.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.79 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.84 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.79, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 23 s · en · emolia

k 3d_a -0.265d_b 0.259step_a 0.230step_b 0.248min_cos_consec 0.8366min_cos_anchor 0.7897dataset emolialang enspeaker EN_Wq9ts857dSutrack EN_Wq9ts857dSutotal 23.3slevel spread 1.0 dBmax seam 1.0 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 0 with a non-speech sound
Unchanged across all 3 clips: a young adult masculine voice · slightly warm, dark, smooth, slow, very low-energy, relaxed, steady, frequent disfluency
(fatigue exhaustion, emotional numbness, shame · somewhat unclear, fairly narrow pitch, light breath, whispered) Extreme conditions. Problem.
full caption & clip details
A young adult masculine voice; delivery is very low-energy, slow, relaxed, steady; timbre is slightly warm, dark, smooth, very full; somewhat unclear, frequent disfluency, fairly narrow pitch, light breath; affect is mildly negative, submissive, neutral openness; reads as fatigue exhaustion, emotional numbness, shame; style: whispered, monologue; average recording, no background noise; genuineness 2.8/6; vocal-burst blend 6.1/10; 3.2s, EN.
EN_Wq9ts857dSu_W000013 · in -20.1 dBFS · gain +0.1 dB · emolia-02475
(contemplation, helplessness, sadness · slurred, narrow pitch range, normal breath, whispered) Some people have such problems that they seem incapable of practicing.
full caption & clip details
A middle-aged somewhat feminine voice; delivery is very low-energy, slow, relaxed, steady; timbre is slightly warm, dark, smooth, very full; slurred, frequent disfluency, narrow pitch range, normal breath; affect is mildly positive, submissive, neutral openness; reads as contemplation, helplessness, sadness; style: whispered, ASMR; below-average recording, quiet background; genuineness 1.5/6; vocal-burst blend 4.6/10; 8.8s, EN.
EN_Wq9ts857dSu_W000014 · in -19.1 dBFS · gain -0.9 dB · emolia-02475
(contemplation, concentration, doubt · slurred, narrow pitch range, normal breath, whispered) We're not just talking about struggle. We're talking about the incapacity to practice meditation. It could be because of a neurotic impulse or
full caption & clip details
A middle-aged somewhat feminine voice; delivery is very low-energy, slow, relaxed, steady; timbre is slightly warm, dark, smooth, balanced body; slurred, frequent disfluency, narrow pitch range, normal breath; affect is mildly negative, submissive, neutral openness; reads as contemplation, concentration, doubt; style: whispered, ASMR; average recording, quiet background; genuineness 2.2/6; vocal-burst blend 4.4/10; 11.0s, EN.
EN_Wq9ts857dSu_W000015 · in -20.1 dBFS · gain +0.1 dB · emolia-02475
Intoxication Altered States of Consciousness ↓  /  Emotional Numbnessc-emolia-PXR · #20

This chain comes from the proxy rule: the same two-sided test as above, but because Emotional Numbness is not one of the emotions that ramps cleanly on its own, the per-step cap was applied to a stand-in (“proxy”) axis that tracks it.

The chain starts with Emotional Numbness around average — 0.49, right about the corpus median — and ends with it at the very top of the corpus at 0.91, higher than 91 % of clips in this corpus. That is a total rise of 0.42.

At the same time Intoxication Altered States of Consciousness goes the other way, from 0.74 (higher than 74 % of clips in this corpus) to 0.36 (lower than 64 % of clips in this corpus), a change of -0.38. Both halves had to happen for this chain to qualify.

It takes 3 clips to get there. Clip to clip the moves are +0.19, then +0.23 — an even, steady climb — each clip carries about the same share.

No single step is larger than the 0.25 cap, which is exactly what stops this being a jump cut: the change has to be spread across the clips instead of landing all at once.

Same speaker? The least similar clip scores 0.78 against the first clip, where 1.00 would mean an identical voice. That is below the 0.80 threshold the mining used — treat the “same speaker” claim here with caution. Neighbouring clips score at worst 0.78 against each other.

Voice consistency: these clips are separate recordings joined together and the match is loose (0.78, under the 0.80 threshold), so the voice may audibly change between segments. Voice conversion has not been applied yet in this build. A planned pass will re-render every segment onto the first segment's voice, which removes this effect entirely.

3 clips · 21 s · en · emolia

k 3d_a -0.375d_b 0.423step_a 0.189step_b 0.234min_cos_consec 0.7843min_cos_anchor 0.7843dataset emolialang enspeaker EN_bd3lpFry3JItrack EN_bd3lpFry3JItotal 20.8slevel spread 2.0 dBmax seam 2.0 dBcos from recomputed from spkemb_traj
Script — 3 chunks, 2 with a non-speech sound
Unchanged across all 3 clips: a young adult feminine voice · neutral-toned, fairly smooth, average recording, quiet background, normal-paced, normally alert, fairly steady, moderate pitch range
(slightly relaxed, frequent disfluency, average clarity, casual) A lot of our transformational travel clients, (low mumble) uhm, included in, in part of their, (ahem) uhm, experiences was that you actually would journal, (ahem) uhm,
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, slightly bright, fairly smooth, balanced body; average clarity, frequent disfluency, moderate pitch range, light breath; affect is mildly positive, slightly submissive, neutral openness; no dominant emotion; style: casual, monologue; average recording, quiet background; genuineness 3.0/6; vocal-burst blend 0.1/10; 9.3s, EN.
EN_bd3lpFry3JI_W000449 · in -18.0 dBFS · gain -2.0 dB · emolia-01858
(contemplation · relaxed, some disfluency, somewhat unclear, casual) As part of that, so you'd have an experience, you know, you go for a hike or maybe you'd see, you'd visit a particular, (ahem) uhm,
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, relaxed, fairly steady; timbre is neutral-toned, slightly bright, fairly smooth, slightly thin; somewhat unclear, some disfluency, moderate pitch range, light breath; affect is mildly positive, slightly submissive, neutral openness; reads as contemplation; style: casual, conversational; average recording, quiet background; genuineness 4.2/6; vocal-burst blend 6.2/10; 6.7s, EN.
EN_bd3lpFry3JI_W000450 · in -20.0 dBFS · gain +0.0 dB · emolia-01858
(emotional numbness · slightly relaxed, some disfluency, average clarity, casual) You know, not for profit or something in a particular place and then you would sort of process
full caption & clip details
A young adult feminine voice; delivery is normally alert, normal-paced, slightly relaxed, fairly steady; timbre is neutral-toned, neutral-bright, fairly smooth, thin; average clarity, some disfluency, moderate pitch range, light breath; affect is mildly positive, neutral stance, neutral openness; reads as emotional numbness; style: casual, conversational; average recording, quiet background; genuineness 4.0/6; vocal-burst blend 2.6/10; 4.6s, EN.
EN_bd3lpFry3JI_W000451 · in -18.5 dBFS · gain -1.5 dB · emolia-01858