multilingual-maya-good: Maya 2 Native, named {Swamiji} voice (research)

Swamiji as Maya's named custom voice {Swamiji} in English, Telugu and Kannada. Experiment exp2c; named best-multilingual-maya 2026-10-30 to 2026-10-31. On 2026-10-31 the best-* names moved to the newer picks (sw-voice/best-2-multilingual-maya, sw-voice/best-2-multilingual-vox) and this repo went back to its first name, then was named multilingual-maya-good (2026-10-31); the old names still redirect here. Preferred 3-1 blind over the reference-clip model sw-voice/maya2-native-swamiji-en-te-kn3x-sft-lr5e-6-3ep on five unseen Telugu answers, with the same accuracy.

Full fine-tune of maya-research/maya2-native on Swamiji's voice. Data: 719 English Swamiji clips + Navaratri Telugu and Kannada whole themes, each theme repeated 3x; named-voice prompt, no reference clip or speaker embedding (clips.pt,clips_te.pt*3,clips_kn.pt*3; FILE*N = rows repeated N times per epoch). LR 5e-06, 3 epochs (552 updates), batch 1x8, linear warmup 138 updates then constant. Code: swamiji-tts research/exp-iterations/05-maya2-native-sft (experiment 08). Named voice, no reference clip: Maya3TTS.from_pretrained("sw-voice/multilingual-maya-good") loads voices/voices.json, then generate(text, voice="Swamiji") (prompt {Swamiji}: <text>).