← all emotions

Doubt

Best adapter: rank 32, checkpoint seen 1672 · EmoNet-z +1.28 (baseline 0.702) · blend 0.602 · genu 0.097 · speaker-sim 0.392.

Instruction prompt: GENERAL: A voice that is adult; extremely carrying doubt; 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 -1.01 ±0.00 · bl 0.3 · gn 0.1
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.2 · gn 0.0
▲ high -1.01
▼ low -1.01
z mean +0.04 ±0.97 · bl 0.5 · gn 0.1
▲ high +1.25
▼ low -1.02
with emo reference
z mean -1.01 ±0.00 · bl 0.2 · gn 0.6
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.0 · gn 0.5
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.2 · gn 0.6
▲ high -1.01
▼ low -1.01

Sentence 2

English
Deutsch
Français
no reference
z mean -1.01 ±0.00 · bl 0.5 · gn 0.3
▲ high -1.01
▼ low -1.01
z mean -0.72 ±0.58 · bl 0.3 · gn 0.1
▲ high +0.43
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.4 · gn 0.1
▲ high -1.01
▼ low -1.01
with emo reference
z mean -1.01 ±0.00 · bl 0.4 · gn 0.5
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.0 · gn 0.2
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.1 · gn 0.5
▲ high -1.01
▼ low -1.01

Sentence 3

English
Deutsch
Français
no reference
z mean -1.01 ±0.00 · bl 0.1 · gn 0.1
▲ high -1.01
▼ low -1.01
z mean -0.71 ±0.55 · bl 0.3 · gn 0.1
▲ high +0.38
▼ low -1.01
z mean +0.41 ±1.06 · bl 0.6 · gn 0.2
▲ high +1.42
▼ low -1.02
with emo reference
z mean -1.01 ±0.00 · bl 0.1 · gn 0.4
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.1 · gn 0.3
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.1 · gn 0.6
▲ high -1.01
▼ low -1.01

Sentence 4

English
Deutsch
Français
no reference
z mean -1.01 ±0.00 · bl 0.2 · gn 0.0
▲ high -1.01
▼ low -1.01
z mean -0.94 ±0.14 · bl 0.3 · gn 0.1
▲ high -0.65
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.6 · gn 0.1
▲ high -1.01
▼ low -1.01
with emo reference
z mean -1.01 ±0.00 · bl 0.2 · gn 0.5
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.1 · gn 0.3
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.2 · gn 0.8
▲ high -1.01
▼ low -1.01

Sentence 5

English
Deutsch
Français
no reference
z mean -1.01 ±0.00 · bl 0.2 · gn 0.0
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.4 · gn 0.1
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.6 · gn 0.1
▲ high -1.01
▼ low -1.01
with emo reference
z mean -1.01 ±0.00 · bl 0.2 · gn 0.4
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.0 · gn 0.3
▲ high -1.01
▼ low -1.01
z mean -1.01 ±0.00 · bl 0.1 · gn 0.7
▲ high -1.01
▼ low -1.01