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Embarrassment

Best adapter: rank 16, checkpoint seen 5000 · EmoNet-z -0.67 (baseline -0.687) · blend 0.704 · genu 0.17 · speaker-sim 0.062.

Instruction prompt: GENERAL: A voice that is adult; extremely carrying mortification; genuine in delivery. SCRIPT:

Five neutral sentences, each in English / Deutsch / Français, no reference vs with emotion reference (a same-emotion training clip supplies the voice; the prompt applies the emotion).

Each cell = 5 seeds. We show mean±std of the emotion score and play the highest and lowest seed (top = strongest emotion, bottom = weakest), since a fixed seed pins the sampling and single clips vary.

Sentence 1

English
Deutsch
Français
no reference
z mean -0.28 ±0.36 · bl 0.1 · gn 0.1
▲ high +0.03
▼ low -0.73
z mean -0.69 ±0.03 · bl 0.3 · gn 0.1
▲ high -0.64
▼ low -0.72
z mean -0.71 ±0.02 · bl 0.5 · gn 0.2
▲ high -0.68
▼ low -0.75
with emo reference
z mean -0.69 ±0.01 · bl 0.2 · gn 0.3
▲ high -0.67
▼ low -0.70
z mean -0.42 ±0.45 · bl 0.1 · gn 0.3
▲ high +0.48
▼ low -0.68
z mean -0.69 ±0.02 · bl 0.2 · gn 0.4
▲ high -0.67
▼ low -0.73

Sentence 2

English
Deutsch
Français
no reference
z mean +1.61 ±1.09 · bl 0.7 · gn 0.2
▲ high +2.56
▼ low -0.50
z mean -0.67 ±0.11 · bl 0.4 · gn 0.1
▲ high -0.45
▼ low -0.73
z mean -0.60 ±0.19 · bl 0.7 · gn 0.2
▲ high -0.22
▼ low -0.71
with emo reference
z mean -0.10 ±1.15 · bl 0.6 · gn 0.4
▲ high +2.20
▼ low -0.72
z mean -0.68 ±0.02 · bl 0.0 · gn 0.6
▲ high -0.65
▼ low -0.71
z mean -0.69 ±0.01 · bl 0.1 · gn 0.2
▲ high -0.67
▼ low -0.70

Sentence 3

English
Deutsch
Français
no reference
z mean +0.39 ±0.55 · bl 0.2 · gn 0.1
▲ high +1.09
▼ low -0.53
z mean -0.67 ±0.07 · bl 0.4 · gn 0.1
▲ high -0.54
▼ low -0.73
z mean -0.49 ±0.19 · bl 0.8 · gn 0.2
▲ high -0.23
▼ low -0.66
with emo reference
z mean -0.69 ±0.02 · bl 0.1 · gn 0.4
▲ high -0.65
▼ low -0.72
z mean -0.67 ±0.00 · bl 0.0 · gn 0.3
▲ high -0.67
▼ low -0.68
z mean -0.40 ±0.51 · bl 0.1 · gn 0.6
▲ high +0.62
▼ low -0.70

Sentence 4

English
Deutsch
Français
no reference
z mean -0.27 ±0.70 · bl 0.2 · gn 0.1
▲ high +1.07
▼ low -0.75
z mean -0.70 ±0.02 · bl 0.4 · gn 0.1
▲ high -0.67
▼ low -0.73
z mean -0.48 ±0.33 · bl 0.5 · gn 0.1
▲ high +0.15
▼ low -0.71
with emo reference
z mean -0.60 ±0.14 · bl 0.1 · gn 0.3
▲ high -0.33
▼ low -0.71
z mean -0.67 ±0.02 · bl 0.0 · gn 0.3
▲ high -0.63
▼ low -0.70
z mean -0.66 ±0.03 · bl 0.3 · gn 0.4
▲ high -0.60
▼ low -0.69

Sentence 5

English
Deutsch
Français
no reference
z mean -0.70 ±0.02 · bl 0.2 · gn 0.1
▲ high -0.66
▼ low -0.72
z mean -0.70 ±0.01 · bl 0.6 · gn 0.1
▲ high -0.68
▼ low -0.72
z mean -0.70 ±0.01 · bl 0.5 · gn 0.2
▲ high -0.68
▼ low -0.72
with emo reference
z mean -0.64 ±0.06 · bl 0.2 · gn 0.2
▲ high -0.51
▼ low -0.69
z mean -0.66 ±0.01 · bl 0.1 · gn 0.4
▲ high -0.65
▼ low -0.68
z mean -0.54 ±0.20 · bl 0.3 · gn 0.2
▲ high -0.16
▼ low -0.69