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# Standalone Audex Causal Speech Decoder
Audex streaming decoder for speech codec token frames packaged as Hugging Face remote code.
```python
from transformers import AutoModel
decoder = AutoModel.from_pretrained(
"path/to/audex_causal_speech_decoder",
trust_remote_code=True,
).cuda().eval()
session = decoder.create_session(chunk_frames=75)
for sample_rate, samples in session.push([[123], [456]]):
...
for sample_rate, samples in session.flush():
...
```