← all emotions

Triumph

Best adapter: rank 16, checkpoint seen 1672 · EmoNet-z -0.54 (baseline -0.539) · blend 0.443 · genu 0.128 · speaker-sim 0.344.

Instruction prompt: GENERAL: A voice extremely carrying superiority. Also adult, 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 -0.54 ±0.00 · bl 0.2 · gn 0.1
▲ high -0.53
▼ low -0.54
z mean +0.01 ±0.67 · bl 0.2 · gn 0.1
▲ high +1.09
▼ low -0.53
z mean +1.45 ±0.51 · bl 0.4 · gn 0.1
▲ high +2.11
▼ low +0.57
with emo reference
z mean -0.54 ±0.00 · bl 0.2 · gn 0.3
▲ high -0.53
▼ low -0.54
z mean +0.30 ±0.82 · bl 0.1 · gn 0.3
▲ high +1.29
▼ low -0.53
z mean +1.86 ±0.94 · bl 0.3 · gn 0.3
▲ high +2.73
▼ low +0.45

Sentence 2

English
Deutsch
Français
no reference
z mean -0.54 ±0.02 · bl 0.5 · gn 0.1
▲ high -0.51
▼ low -0.57
z mean -0.11 ±0.74 · bl 0.3 · gn 0.1
▲ high +1.37
▼ low -0.58
z mean +2.11 ±0.72 · bl 0.4 · gn 0.2
▲ high +3.05
▼ low +1.08
with emo reference
z mean -0.51 ±0.06 · bl 0.4 · gn 0.4
▲ high -0.38
▼ low -0.54
z mean +0.07 ±0.50 · bl 0.1 · gn 0.2
▲ high +0.66
▼ low -0.54
z mean +0.79 ±1.06 · bl 0.3 · gn 0.5
▲ high +2.77
▼ low -0.24

Sentence 3

English
Deutsch
Français
no reference
z mean -0.53 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.52
▼ low -0.53
z mean +0.85 ±1.16 · bl 0.2 · gn 0.1
▲ high +2.04
▼ low -0.53
z mean +1.32 ±1.06 · bl 0.4 · gn 0.1
▲ high +2.28
▼ low -0.54
with emo reference
z mean -0.50 ±0.05 · bl 0.3 · gn 0.3
▲ high -0.42
▼ low -0.54
z mean +0.93 ±0.86 · bl 0.1 · gn 0.2
▲ high +1.99
▼ low -0.51
z mean -0.13 ±0.66 · bl 0.3 · gn 0.4
▲ high +1.16
▼ low -0.54

Sentence 4

English
Deutsch
Français
no reference
z mean +0.91 ±1.19 · bl 0.0 · gn 0.1
▲ high +1.98
▼ low -0.55
z mean +1.48 ±1.11 · bl 0.2 · gn 0.1
▲ high +2.93
▼ low -0.36
z mean +1.99 ±1.08 · bl 0.3 · gn 0.2
▲ high +3.40
▼ low +0.93
with emo reference
z mean -0.15 ±0.44 · bl 0.2 · gn 0.3
▲ high +0.66
▼ low -0.54
z mean +2.18 ±0.81 · bl 0.2 · gn 0.2
▲ high +2.98
▼ low +0.62
z mean +1.01 ±1.07 · bl 0.3 · gn 0.5
▲ high +2.45
▼ low -0.35

Sentence 5

English
Deutsch
Français
no reference
z mean -0.54 ±0.01 · bl 0.1 · gn 0.1
▲ high -0.53
▼ low -0.55
z mean +0.01 ±0.68 · bl 0.4 · gn 0.1
▲ high +1.06
▼ low -0.55
z mean -0.23 ±0.27 · bl 0.4 · gn 0.1
▲ high +0.10
▼ low -0.55
with emo reference
z mean -0.54 ±0.00 · bl 0.2 · gn 0.4
▲ high -0.54
▼ low -0.54
z mean +0.58 ±0.93 · bl 0.1 · gn 0.3
▲ high +1.63
▼ low -0.54
z mean -0.44 ±0.09 · bl 0.2 · gn 0.4
▲ high -0.33
▼ low -0.54