← all VoiceNet LoRAs

Volatility — low

Evolving prompt+sampling to push VoiceNet dimension VOLT in the low direction with the vn_VOLT__low LoRA. Steering phrase: steady, even, unwavering delivery.

Best in-direction score 0.808 at 100% vs neutral 0.706 (shift +0.102).
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 0.743 (raw 0.26)
WER 0.07 · genu 0.06
λ=50% — dir 0.739 (raw 0.26)
WER 0.09 · genu 0.02
λ=100% — dir 0.808 (raw 0.19)
WER 0.07 · genu 0.04
GENERAL: A voice that is markedly steady, even, unwavering delivery. SCRIPT: (clearly steady, even, unwavering delivery) "There are twelve chairs arranged around the conference table." · temp 1.15 top_p 0.95 top_k 40

Other evolved recipes (100%)

— dir 0.807 (raw 0.19)
WER 0.07 · genu 0.04
A voice that is distinctly steady, even, unwavering delivery.
— dir 0.805 (raw 0.20)
WER 0.11 · genu 0.04
A voice that is strongly steady, even, unwavering delivery.
— dir 0.802 (raw 0.20)
WER 0.19 · genu 0.02
A voice that is distinctly steady, even, unwavering delivery.
— dir 0.801 (raw 0.20)
WER 0.11 · genu 0.02
A voice that is clearly steady, even, unwavering delivery.
— dir 0.796 (raw 0.20)
WER 0.06 · genu 0.03
A voice that is markedly steady, even, unwavering delivery.