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Fear

Best adapter: rank 64, checkpoint seen 5000 · EmoNet-z +2.04 (baseline 0.781) · blend 0.403 · genu 0.145 · speaker-sim 0.155.

Instruction prompt: GENERAL: Trembling whisper, sheer panic just barely held back. SCRIPT: (voice shaking) The train leaves at seven. (terrified) If we don't leave now, we'll miss it.

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 -0.67 ±0.02 · bl 0.2 · gn 0.1
▲ high -0.62
▼ low -0.69
z mean -0.67 ±0.02 · bl 0.4 · gn 0.1
▲ high -0.63
▼ low -0.69
z mean -0.27 ±0.54 · bl 0.5 · gn 0.1
▲ high +0.80
▼ low -0.67
with emo reference
z mean +0.33 ±0.93 · bl 0.3 · gn 0.3
▲ high +1.77
▼ low -0.69
z mean -0.68 ±0.01 · bl 0.1 · gn 0.2
▲ high -0.66
▼ low -0.70
z mean +0.24 ±0.97 · bl 0.3 · gn 0.4
▲ high +1.76
▼ low -0.70

Sentence 2

English
Deutsch
Français
no reference
z mean -0.69 ±0.00 · bl 0.7 · gn 0.1
▲ high -0.68
▼ low -0.69
z mean +0.20 ±1.20 · bl 0.5 · gn 0.2
▲ high +2.54
▼ low -0.67
z mean +0.86 ±1.46 · bl 0.7 · gn 0.2
▲ high +2.92
▼ low -0.66
with emo reference
z mean -0.70 ±0.01 · bl 0.5 · gn 0.3
▲ high -0.68
▼ low -0.71
z mean +0.46 ±0.95 · bl 0.1 · gn 0.3
▲ high +1.73
▼ low -0.65
z mean +0.17 ±0.51 · bl 0.2 · gn 0.5
▲ high +0.98
▼ low -0.57

Sentence 3

English
Deutsch
Français
no reference
z mean -0.54 ±0.14 · bl 0.1 · gn 0.1
▲ high -0.30
▼ low -0.66
z mean -0.32 ±0.22 · bl 0.3 · gn 0.1
▲ high -0.09
▼ low -0.65
z mean -0.10 ±0.92 · bl 0.8 · gn 0.2
▲ high +1.74
▼ low -0.66
with emo reference
z mean -0.69 ±0.02 · bl 0.1 · gn 0.5
▲ high -0.66
▼ low -0.70
z mean +0.83 ±0.87 · bl 0.2 · gn 0.3
▲ high +1.87
▼ low -0.55
z mean -0.55 ±0.24 · bl 0.4 · gn 0.3
▲ high -0.08
▼ low -0.69

Sentence 4

English
Deutsch
Français
no reference
z mean -0.69 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.69
▼ low -0.69
z mean -0.03 ±0.53 · bl 0.4 · gn 0.1
▲ high +0.55
▼ low -0.65
z mean -0.68 ±0.01 · bl 0.6 · gn 0.1
▲ high -0.67
▼ low -0.70
with emo reference
z mean -0.66 ±0.08 · bl 0.1 · gn 0.5
▲ high -0.49
▼ low -0.70
z mean +1.30 ±0.67 · bl 0.2 · gn 0.3
▲ high +2.08
▼ low +0.32
z mean -0.41 ±0.57 · bl 0.1 · gn 0.6
▲ high +0.73
▼ low -0.70

Sentence 5

English
Deutsch
Français
no reference
z mean -0.69 ±0.00 · bl 0.2 · gn 0.1
▲ high -0.68
▼ low -0.69
z mean -0.59 ±0.14 · bl 0.6 · gn 0.2
▲ high -0.32
▼ low -0.68
z mean -0.60 ±0.14 · bl 0.7 · gn 0.2
▲ high -0.32
▼ low -0.68
with emo reference
z mean -0.53 ±0.32 · bl 0.3 · gn 0.5
▲ high +0.11
▼ low -0.70
z mean +0.06 ±0.96 · bl 0.2 · gn 0.4
▲ high +1.64
▼ low -0.69
z mean +0.38 ±1.27 · bl 0.2 · gn 0.3
▲ high +2.48
▼ low -0.69