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| # VibeVoice Final Samples β the whole story in audio | |
| Joint-finetuned VibeVoice-1.5B (LLM-LoRA + full diffusion head, warm-started chain | |
| fullv3 -> emo3 -> emo4). All samples generated with our emotion-steering stack. | |
| ## Listening order | |
| 1. **01_dialogue_baseline_stock** β stock VibeVoice (the read-only baseline) | |
| 2. **02_dialogue_our_model_fullv3** β OUR model, ear-certified intelligible dialogue | |
| (WER 0.36 vs stock 0.03; 5 prior head-only attempts produced babble β this is the joint-training proof) | |
| 3. **03_dialogue_polished_joint2** β the polished twin (more training: a wash statistically, different samples) | |
| 4. **04_emotion_reference_steering_cremad** β R1: swap the reference clip's EMOTION (same actors, | |
| same dialogue): ANGRY_ANGRY / SAD_SAD / **ANGRY_SAD_mixed** (the per-speaker money clip). | |
| Note: CREMA-D actors carry non-US accents β the accent transfer is itself evidence of total reference conditioning. | |
| 5. **05_emotion_us_accent_palette** β R1 US-accent (RAVDESS): same sentence, same voice, 8 emotions | |
| (measured F0 tracks emotion: ANGRY 328 Hz ... SAD lowest) | |
| 6. **06_emotion_3speaker_drama** β 3-speaker scene: angry / fearful / surprised in one conversation | |
| 7. **07_emotion_per_turn_switch** β same actor goes ANGRY -> relieved mid-dialogue (dual-slot authoring) | |
| 8. **08_ship_config_emo4_20ddpm** β THE SHIP CONFIG: emo4 (clean-data scale-up) at 20 DDPM steps, | |
| <emotion> tags + matching references. tag2_tags_matching_refs_BEST.wav = the final product demo. | |
| 9. **09_quality_ab** β the quality diagnosis: the 'webcam-mic static' was REFERENCE-carried | |
| (CREMA-D refs: noise floor 0.006 in generation vs 0.0001-0.0004 with clean refs; 20 DDPM steps = 4x high-band) | |
| ## Ship recipe | |
| emo4 adapter (vibevoice-lora-joint/emo4) | 20 DDPM steps | script tags <angry>/<sad>/... | | |
| per-speaker emotional reference clips (clean recordings) | CFG 1.3 | |
| ## Metrics | |
| - Intelligibility: our model WER 0.32-0.41 band vs stock 0.03 (single-run; run-to-run +-0.1) | |
| - Speaker identity: SIM 0.92-0.93 vs stock 0.94 | |
| - Emotion: F0 shifts 300->184 Hz (reference steering); tag channel -87 Hz with refs held constant | |
| - Speed: architecture-bound ~1.4-1.5x slower than stock (launch-bound; measured ceiling) | |