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resonance
FatStinkyPanda/resonance
resonance is a machine learning model from FatStinkyPanda. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
A from-scratch neural text-to-speech engine (SNAC 24 kHz codec), trained in the Anima project (https://github.com/FatStinkyPanda/Anima). The published resonance.safetensors holds the trained tensors; the architecture…
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At a glance
- License
- other
- Access
- Public
- Created
- Jun 20, 2026
- Updated
- Jun 24, 2026
- SHA
- b69a8492
Model card
From the Hugging Face model README
FatStinkyPanda · Resonance — step 38,000
A from-scratch neural text-to-speech engine (SNAC 24 kHz codec), trained in the Anima project (https://github.com/FatStinkyPanda/Anima). The published resonance.safetensors holds the trained tensors; the architecture loads them via the project's private engine.
Proprietary architecture. The architecture and training innovations are NOT public. This repo hosts the trained weights + tokenizer only; the config + modeling code stay private. Benchmarks run on neutral free compute and are published openly so the numbers are verifiable without exposing how the model works.
Latest held-out benchmarks (neutral compute)
- behavior: 1.0
- layer_health: 1.0
- stability: 1.0
- coarse_accuracy: 0.0618
- overall: 0.6506
- tf_coarse_accuracy: 0.0618
- tf_loss: 22.0305
- tf_loss_coarse: 8.1523
Created & released by FatStinkyPanda. For access or collaboration, contact the creator.
- License
- other
- Created
- Jun 20, 2026
- Updated
- Jun 24, 2026