← all VoiceNet LoRAs

Playful Style — low

Evolving prompt+sampling to push VoiceNet dimension S_PLAY in the low direction with the vn_S_PLAY__low LoRA. Steering phrase: serious, straight, no-nonsense delivery.

Best in-direction score 0.943 at 100% vs neutral 0.728 (shift +0.214).
Method & reproducibility — how the evolution ran
Base model: laion/moss-tts-local-transformer-4.55b-voice-acting-v2 · LoRA: the new VoiceNet-dimension LoRA vn_<CODE>__<high|low> (retrained with ≤25% game-character data, rank 32), applied via PEFT adapter scaling at strength λ.
Algorithm: genetic search — population 12, 10 generations, elitism (top 5). During evolution every genome is generated best-of-6 with the LoRA at λ=100%; its fitness = the mean over those 6 candidates of the target VoiceNet dimension score in the intended direction (for a __high LoRA the raw score; for __low, 1−score), minus 0.2·max(0, WER−0.6).
Genome (what evolves): the GENERAL voice description, the SCRIPT cue, the carrier sentence, and the sampling params (temperature, top_p, top_k). λ is fixed at 100% during the search.
Mutation operators: 40% regenerate description, 25% swap carrier, 17% jitter temperature ±0.1, 18% change top_k. Offspring = 60% crossover + mutation, 40% mutation.
Dose measurement (below): the winning recipe is then re-generated at λ=0 (LoRA OFF), λ=50% and λ=100% (each best-of-6) to show exactly what 50% vs 100% of the LoRA brings over the no-LoRA baseline.

Dose — what 50% vs 100% brings (top recipe)

λ=0 (no LoRA) — dir 0.592 (raw 0.41)
WER 0.17 · genu 0.19
λ=50% — dir 0.807 (raw 0.19)
WER 0.17 · genu 0.13
λ=100% — dir 0.943 (raw 0.06)
WER 0.15 · genu 0.12
GENERAL: A voice that is markedly serious, straight, no-nonsense delivery. SCRIPT: (distinctly serious, straight, no-nonsense delivery) "I need to stop by the store and pick up a few things on the way home." · temp 1.05 top_p 0.95 top_k 40

Other evolved recipes (100%)

— dir 0.939 (raw 0.06)
WER 0.41 · genu 0.08
A voice that is intensely serious, straight, no-nonsense delivery.
— dir 0.936 (raw 0.06)
WER 0.18 · genu 0.10
A voice that is intensely serious, straight, no-nonsense delivery.
— dir 0.931 (raw 0.07)
WER 0.02 · genu 0.10
A voice that is extremely serious, straight, no-nonsense delivery.
— dir 0.930 (raw 0.07)
WER 0.33 · genu 0.07
A voice that is distinctly serious, straight, no-nonsense delivery.
— dir 0.926 (raw 0.07)
WER 0.57 · genu 0.10
A voice that is intensely serious, straight, no-nonsense delivery.