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| English | فارسی | |
|---|---|---|
| 🦀 Runtime | Pure-Rust tract | موتور خالص Rust یعنی tract |
| 📼 Mode | Offline fixed-window ASR | تشخیص گفتار آفلاین با پنجرهٔ ثابت |
| 📐 Shape | [1,80,2005] input features | ورودی ثابت [1,80,2005] |
| 🧹 Optimization | Dynamic shape operations folded away | عملیات shape پویا constant-fold شدهاند |
| 🔀 Alternative | tract-streaming for stateful audio | tract-streaming برای صوت جریانی |
Reza2kn/Shenava-Koochik-v1.0-tract-offlinePersianML/Shenava-Koochik-v1.0-tract-offlineReza2kn/Shenava-Koochik-v1.0onnxsim at a fixed [1, 80, 2005] feature shape. Constant-folding the dynamic Shape, Gather, and Range operations makes the graph tract-analyzable. It is an offline fixed-window model, not the cache-aware streaming export.| Item | Value |
|---|---|
| Inputs | audio_signal FP32 [1,80,2005]; length INT64 [1] |
| Outputs | log_probs FP32 [1,252,1025]; output_length INT64 [1] |
| Features | 16 kHz, 80 mel, 25 ms window, 10 ms hop, no per-feature normalization |
| Subsampling | 8x |
| Tokens | tokens.txt, 1,025 entries, blank id 1024 |
shenava branch of Reza2kn/tract, which relaxes shape inference for this NeMo FastConformer export. Reza2kn/shenava-asr-server provides a complete Rust server and hotword-aware CTC decoder integration.tract-streaming استفاده کنید.