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ecapa-tdnn
vokra/ecapa-tdnn
ecapa-tdnn is a machine learning model from vokra. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for vokra. The card lists the license as apache-2.0.
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
All-time downloads
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Repo size
83.2 MB
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Repo makeup
Click a slice to open those files.
.gguf83.2 MB · 100%
At a glance
- Library
- vokra
- License
- apache-2.0
- Access
- Public
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026
- SHA
- 24be4349
Model card
From the Hugging Face model README
ecapa-tdnn (Vokra GGUF)
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
This is a conversion, not a new model. The weights are the upstream ones; Vokra re-packages them so its runtime can memory-map them directly. Credit for the model belongs upstream — see Source below.
Files
| File | Size | SHA-256 |
|---|---|---|
model.gguf | 79.4 MB | 207cebb8ee3da5e306b05d782215411954a2d8ca76ecd9d32b7ec52ffaaa5fc3 |
Usage
# Download (any HTTP client works — the file is a plain GGUF)
curl -L -o model.gguf \
https://huggingface.co/vokra/ecapa-tdnn/resolve/main/model.gguf
vokra-cli run --model model.gguf --input input.wav
Provenance
| Field | Value |
|---|---|
| Architecture | ecapa_tdnn |
| Tensors | 200 |
| Upstream source | speechbrain/spkrec-ecapa-voxceleb (apache-2.0 end-to-end) |
| Upstream licence | apache-2.0 |
| Licence class | permissive |
| Registry model id | spkrec-ecapa-voxceleb |
| Vokra GGUF schema | 1 |
| Converted by | vokra-core 0.1.0-alpha.0 |
Every row above is read out of this file's own vokra.* metadata, so the card cannot claim something the artifact does not carry.
Licence
The weights are distributed under apache-2.0, unchanged from upstream. Conversion does not alter the licence, and your obligations run to the upstream author.
Verifying this file
shasum -a 256 model.gguf
# expect: 207cebb8ee3da5e306b05d782215411954a2d8ca76ecd9d32b7ec52ffaaa5fc3
- Library
- vokra
- License
- apache-2.0
- Created
- Jul 28, 2026
- Updated
- Jul 28, 2026