← all VoiceNet LoRAs

Monologue Style — high

Evolving prompt+sampling to push VoiceNet dimension S_MONO in the high direction with the vn_S_MONO__high LoRA. Steering phrase: a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.

Best in-direction score 0.850 at 100% vs neutral 0.641 (shift +0.210).
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 0.737 (raw 0.74)
WER 0.42 · genu 0.01
λ=50% — dir 0.767 (raw 0.77)
WER 0.14 · genu 0.03
λ=100% — dir 0.850 (raw 0.85)
WER 0.26 · genu 0.08
GENERAL: A voice that is markedly a voice with strongly pronounced monologue style, monologue style-forward and unmistakable. SCRIPT: (strongly a voice with strongly pronounced monologue style, monologue style-forward and unmistakable) "The train leaves from platform four every hour on the hour." · temp 1.0 top_p 0.95 top_k 40

Other evolved recipes (100%)

— dir 0.835 (raw 0.84)
WER 0.09 · genu 0.09
A voice that is extremely a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.
— dir 0.832 (raw 0.83)
WER 0.06 · genu 0.07
A voice that is markedly a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.
— dir 0.830 (raw 0.83)
WER 0.09 · genu 0.05
A voice that is markedly a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.
— dir 0.818 (raw 0.82)
WER 0.04 · genu 0.06
A voice that is extremely a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.
— dir 0.818 (raw 0.82)
WER 0.06 · genu 0.06
A voice that is intensely a voice with strongly pronounced monologue style, monologue style-forward and unmistakable.