← all emotions

Malevolence Malice

Best adapter: rank 32, checkpoint seen 3336 · EmoNet-z +0.58 (baseline -0.575) · blend 0.599 · genu 0.135 · speaker-sim 0.145.

Instruction prompt: GENERAL: A voice that is adult; extremely carrying desire to harm; 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 -0.57 ±0.02 · bl 0.3 · gn 0.1
▲ high -0.55
▼ low -0.61
z mean +0.34 ±0.80 · bl 0.2 · gn 0.1
▲ high +1.59
▼ low -0.54
z mean +1.30 ±0.67 · bl 0.6 · gn 0.1
▲ high +2.61
▼ low +0.74
with emo reference
z mean -0.55 ±0.01 · bl 0.1 · gn 0.1
▲ high -0.54
▼ low -0.56
z mean +0.43 ±0.52 · bl 0.1 · gn 0.1
▲ high +1.09
▼ low -0.46
z mean -0.04 ±0.49 · bl 0.2 · gn 0.2
▲ high +0.66
▼ low -0.56

Sentence 2

English
Deutsch
Français
no reference
z mean +1.05 ±1.04 · bl 0.5 · gn 0.2
▲ high +2.41
▼ low -0.58
z mean +1.00 ±1.19 · bl 0.4 · gn 0.1
▲ high +2.63
▼ low -0.55
z mean +1.54 ±0.45 · bl 0.7 · gn 0.2
▲ high +2.40
▼ low +1.09
with emo reference
z mean +0.01 ±0.71 · bl 0.6 · gn 0.1
▲ high +1.17
▼ low -0.56
z mean +2.13 ±0.98 · bl 0.4 · gn 0.1
▲ high +3.29
▼ low +0.62
z mean +0.16 ±0.99 · bl 0.3 · gn 0.2
▲ high +2.09
▼ low -0.55

Sentence 3

English
Deutsch
Français
no reference
z mean -0.55 ±0.03 · bl 0.1 · gn 0.1
▲ high -0.49
▼ low -0.58
z mean +1.59 ±0.91 · bl 0.3 · gn 0.1
▲ high +2.82
▼ low +0.23
z mean +0.50 ±0.95 · bl 0.6 · gn 0.2
▲ high +2.30
▼ low -0.27
with emo reference
z mean -0.57 ±0.01 · bl 0.1 · gn 0.1
▲ high -0.56
▼ low -0.57
z mean +1.92 ±0.61 · bl 0.1 · gn 0.1
▲ high +2.46
▼ low +0.73
z mean +0.97 ±0.85 · bl 0.4 · gn 0.2
▲ high +2.55
▼ low +0.26

Sentence 4

English
Deutsch
Français
no reference
z mean -0.27 ±0.59 · bl 0.2 · gn 0.1
▲ high +0.92
▼ low -0.58
z mean +1.20 ±1.09 · bl 0.3 · gn 0.1
▲ high +2.96
▼ low -0.18
z mean +0.85 ±1.43 · bl 0.5 · gn 0.2
▲ high +3.55
▼ low -0.49
with emo reference
z mean -0.56 ±0.01 · bl 0.0 · gn 0.1
▲ high -0.55
▼ low -0.58
z mean +0.93 ±0.58 · bl 0.2 · gn 0.1
▲ high +1.53
▼ low -0.05
z mean +0.66 ±0.62 · bl 0.2 · gn 0.3
▲ high +1.27
▼ low -0.54

Sentence 5

English
Deutsch
Français
no reference
z mean -0.56 ±0.01 · bl 0.2 · gn 0.1
▲ high -0.53
▼ low -0.57
z mean +0.81 ±1.15 · bl 0.5 · gn 0.1
▲ high +2.56
▼ low -0.58
z mean -0.01 ±0.74 · bl 0.5 · gn 0.2
▲ high +1.35
▼ low -0.56
with emo reference
z mean -0.57 ±0.01 · bl 0.1 · gn 0.1
▲ high -0.55
▼ low -0.58
z mean -0.39 ±0.30 · bl 0.1 · gn 0.1
▲ high +0.22
▼ low -0.56
z mean -0.17 ±0.56 · bl 0.1 · gn 0.1
▲ high +0.86
▼ low -0.57