Wav2Vec2 Large XLSR-53 German (CV13) -- GGUF
GGUF conversions and quantisations of oliverguhr/wav2vec2-large-xlsr-53-german-cv13 for use with CrispStrobe/CrispASR.
Available variants
| File | Quant | Size | Notes |
|---|---|---|---|
wav2vec2-large-xlsr-53-german-cv13-q4_k.gguf |
Q4_K | ~222 MB | Best size/quality tradeoff |
Model details
- Architecture: Wav2Vec2ForCTC — CNN feature extractor + 24L transformer encoder (1024d, 16 heads, stable (pre-norm)) + CTC head
- Parameters: 315M
- Language: German
- Vocab: 35 characters (CTC greedy decode)
- License: APACHE-2.0
- Source:
oliverguhr/wav2vec2-large-xlsr-53-german-cv13 - Fine-tuned on CommonVoice 13.0 German — newer training data than the original.
Usage with CrispASR
./build/bin/crispasr --backend wav2vec2 -m wav2vec2-large-xlsr-53-german-cv13-q4_k.gguf -f german_audio.wav -l de
# Auto-download (default German model):
./build/bin/crispasr --backend wav2vec2 -m auto --auto-download -l de -f audio.wav