qwen3-tts-coreml

Text tokens + Speaker embedding
        ↓
  LM Prefill (KV cache initialization)
        ↓
  LM Decode (CB0 codec tokens, temperature=0.9, top_k=50)
        ↓
  Code Predictor Prefill + Decode (CB1-15 per frame)
        ↓
  Audio Decoder (16 codebooks → 24kHz waveform)
        ↓
  Silence trimming → Final audio

import FluidAudioTTS

let manager = Qwen3TtsManager()
try await manager.loadFromDirectory(modelDir)

let wav = try await manager.synthesize(
    text: "Hello world",
    tokenIds: [9707, 1879, ...],  // Pre-tokenized with Qwen3 processor
    useSpeaker: true
)