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Fatigue Exhaustion

Best adapter: rank 16, checkpoint seen 1672 · EmoNet-z +1.55 (baseline 0.081) · blend 0.499 · genu 0.159 · speaker-sim 0.26.

Instruction prompt: GENERAL: A voice that is adult, with extremely carrying burnout and 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 +0.37 ±0.69 · bl 0.2 · gn 0.2
▲ high +1.42
▼ low -0.62
z mean +0.83 ±0.84 · bl 0.8 · gn 0.2
▲ high +1.85
▼ low -0.41
z mean +0.74 ±1.04 · bl 0.8 · gn 0.2
▲ high +1.99
▼ low -0.60
with emo reference
z mean +0.66 ±0.85 · bl 0.1 · gn 0.3
▲ high +1.66
▼ low -0.48
z mean +0.30 ±0.97 · bl 0.0 · gn 0.3
▲ high +2.21
▼ low -0.45
z mean -0.54 ±0.11 · bl 0.0 · gn 0.4
▲ high -0.34
▼ low -0.63

Sentence 2

English
Deutsch
Français
no reference
z mean -0.62 ±0.01 · bl 0.4 · gn 0.4
▲ high -0.61
▼ low -0.64
z mean -0.62 ±0.01 · bl 0.7 · gn 0.1
▲ high -0.60
▼ low -0.63
z mean -0.46 ±0.32 · bl 0.7 · gn 0.2
▲ high +0.18
▼ low -0.63
with emo reference
z mean -0.62 ±0.01 · bl 0.1 · gn 0.2
▲ high -0.61
▼ low -0.63
z mean -0.62 ±0.01 · bl 0.0 · gn 0.2
▲ high -0.62
▼ low -0.64
z mean -0.62 ±0.01 · bl 0.1 · gn 0.4
▲ high -0.61
▼ low -0.62

Sentence 3

English
Deutsch
Français
no reference
z mean -0.63 ±0.02 · bl 0.1 · gn 0.2
▲ high -0.62
▼ low -0.66
z mean +0.97 ±0.97 · bl 0.5 · gn 0.2
▲ high +1.81
▼ low -0.44
z mean -0.29 ±0.62 · bl 0.8 · gn 0.2
▲ high +0.94
▼ low -0.63
with emo reference
z mean -0.63 ±0.00 · bl 0.0 · gn 0.2
▲ high -0.63
▼ low -0.64
z mean -0.37 ±0.31 · bl 0.0 · gn 0.2
▲ high +0.23
▼ low -0.61
z mean -0.61 ±0.01 · bl 0.1 · gn 0.4
▲ high -0.60
▼ low -0.62

Sentence 4

English
Deutsch
Français
no reference
z mean +0.17 ±1.02 · bl 0.2 · gn 0.4
▲ high +1.96
▼ low -0.62
z mean -0.59 ±0.04 · bl 0.6 · gn 0.1
▲ high -0.52
▼ low -0.62
z mean -0.41 ±0.31 · bl 0.8 · gn 0.2
▲ high +0.17
▼ low -0.64
with emo reference
z mean -0.62 ±0.01 · bl 0.1 · gn 0.3
▲ high -0.61
▼ low -0.63
z mean -0.59 ±0.04 · bl 0.0 · gn 0.2
▲ high -0.50
▼ low -0.62
z mean -0.62 ±0.01 · bl 0.0 · gn 0.4
▲ high -0.60
▼ low -0.63

Sentence 5

English
Deutsch
Français
no reference
z mean -0.62 ±0.01 · bl 0.2 · gn 0.1
▲ high -0.61
▼ low -0.64
z mean -0.36 ±0.36 · bl 0.6 · gn 0.1
▲ high +0.34
▼ low -0.63
z mean +0.46 ±0.94 · bl 0.7 · gn 0.2
▲ high +2.24
▼ low -0.37
with emo reference
z mean -0.64 ±0.01 · bl 0.0 · gn 0.3
▲ high -0.63
▼ low -0.66
z mean -0.57 ±0.13 · bl 0.0 · gn 0.3
▲ high -0.30
▼ low -0.64
z mean -0.53 ±0.12 · bl 0.1 · gn 0.4
▲ high -0.36
▼ low -0.63