← all emotions

Affection

Best adapter: rank 64, checkpoint seen 1672 · EmoNet-z -0.21 (baseline -0.638) · blend 0.595 · genu 0.177 · speaker-sim 0.317.

Instruction prompt: GENERAL: A voice that is adult; extremely carrying caring; 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 -0.64 ±0.00 · bl 0.2 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.49 ±0.30 · bl 0.5 · gn 0.1
▲ high +0.11
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.6 · gn 0.1
▲ high -0.64
▼ low -0.64
with emo reference
z mean -0.64 ±0.00 · bl 0.1 · gn 0.3
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.64
▼ low -0.64

Sentence 2

English
Deutsch
Français
no reference
z mean -0.15 ±0.45 · bl 0.6 · gn 0.2
▲ high +0.53
▼ low -0.64
z mean -0.62 ±0.04 · bl 0.6 · gn 0.1
▲ high -0.53
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.6 · gn 0.2
▲ high -0.64
▼ low -0.64
with emo reference
z mean +0.00 ±0.39 · bl 0.3 · gn 0.2
▲ high +0.46
▼ low -0.61
z mean -0.45 ±0.23 · bl 0.1 · gn 0.1
▲ high -0.02
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.2 · gn 0.3
▲ high -0.64
▼ low -0.64

Sentence 3

English
Deutsch
Français
no reference
z mean -0.64 ±0.00 · bl 0.2 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.5 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.6 · gn 0.2
▲ high -0.64
▼ low -0.64
with emo reference
z mean -0.64 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.1 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.1 · gn 0.4
▲ high -0.64
▼ low -0.64

Sentence 4

English
Deutsch
Français
no reference
z mean -0.42 ±0.43 · bl 0.2 · gn 0.1
▲ high +0.44
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.6 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.47 ±0.17 · bl 0.5 · gn 0.2
▲ high -0.21
▼ low -0.64
with emo reference
z mean -0.49 ±0.29 · bl 0.1 · gn 0.2
▲ high +0.09
▼ low -0.64
z mean -0.57 ±0.13 · bl 0.0 · gn 0.1
▲ high -0.31
▼ low -0.65
z mean -0.29 ±0.39 · bl 0.1 · gn 0.4
▲ high +0.20
▼ low -0.64

Sentence 5

English
Deutsch
Français
no reference
z mean +0.44 ±0.45 · bl 0.2 · gn 0.0
▲ high +1.11
▼ low -0.13
z mean -0.59 ±0.09 · bl 0.6 · gn 0.1
▲ high -0.41
▼ low -0.64
z mean -0.55 ±0.17 · bl 0.5 · gn 0.2
▲ high -0.22
▼ low -0.64
with emo reference
z mean -0.26 ±0.35 · bl 0.1 · gn 0.1
▲ high +0.28
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.0 · gn 0.1
▲ high -0.64
▼ low -0.64
z mean -0.64 ±0.00 · bl 0.0 · gn 0.1
▲ high -0.64
▼ low -0.64