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Reza2kn/Shenava-Rizeh-v1.0.| Member | Size | HF Repo |
|---|---|---|
| Koochik v1.0 (teacher) | 114M | Reza2kn/Shenava-Koochik-v1.0 |
| Rizeh v1.0 (mid student) | 32M | Reza2kn/Shenava-Rizeh-v1.0 |
| Rizeh Pizeh v1.0 (tiny student) | 6.9M | Reza2kn/Shenava-Rizeh-Pizeh-v1.0 |
| Member | golden‑6669 WER | CER | FLEURS‑fa WER | CER |
|---|---|---|---|---|
| Koochik v1.0 (114M) | 7.49% | 2.30% | 10.64% | 3.79% |
| Rizeh v1.0 (32M) | 12.11% | 3.94% | 14.45% | 5.10% |
| Rizeh Pizeh v1.0 (6.9M) | 24.55% | 8.89% | 26.95% | 10.22% |
Note: Benchmark numbers are from the original NeMo model. The ONNX CTC export may show slight degradation.
| Property | Value |
|---|---|
| Parent Model | Reza2kn/Shenava-Rizeh-v1.0 |
| Model Type | EncDecHybridRNNTCTCBPEModel (CTC head only) |
| Architecture | FastConformer Hybrid RNNT/CTC → CTC decoder export |
| Language | Persian (Farsi) |
| Parameters | 32M |
| Vocabulary Size | 1025 tokens (BPE + blank) |
| Tokenizer | ve_tok_v4 — SentencePiece BPE‑1024 |
| Sample Rate | 16 kHz |
| Subsampling | 8× |
| Streaming | ✅ Yes (with cache support) |
| Weight Type | FP32 (full precision) |
| Author | Reza2kn |
| Version | 1.0 |
| Variant | Directory | Type | Precision |
|---|---|---|---|
| Streaming FP32 | sherpa-onnx-shenava-rizeh-v1.0-ctc | Streaming | FP32 |
| Streaming INT8 | sherpa-onnx-shenava-rizeh-v1.0-ctc-int8 | Streaming | INT8 quantized |
| Non-streaming FP32 | sherpa-onnx-shenava-rizeh-v1.0-ctc-non-streaming | Non-streaming | FP32 |
| Non-streaming INT8 | sherpa-onnx-shenava-rizeh-v1.0-ctc-non-streaming-int8 | Non-streaming | INT8 quantized |
.
├── README.md
├── model.onnx # ONNX model (FP32)
└── tokens.txt # Token vocabulary (1025 tokens)1sherpa-onnx-offline \
2 --tokens=tokens.txt \
3 --encoder=model.onnx \
4 --num-threads=4 \
5 /path/to/test.wav