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8a478a7 57976bb 8a478a7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | # Luong Multiplicative Attention (2015)
CRNN with Luong multiplicative attention between BiLSTM layers 2 and 3.
## Architecture
- Family: **Luong**
- CNN backbone: 6 convolutional blocks (max 256 channels)
- Recurrent block: 3 BiLSTM layers, hidden = 160 per direction
- Decoding: Connectionist Temporal Classification (CTC)
- Parameters: 3,915,345
## Test Performance (DASTNUS, seed 42)
| Metric | Value |
|--------|-------|
| Test CER | 0.0391 |
| Test WER | 0.1663 |
## Files
- `model.safetensors` — model weights
- `config.json` — architecture and training configuration
- `vocab.json` — character-to-index mapping (CTC blank at index 0)
- `idx_to_char.json` — reverse mapping for decoding
## License
Released for non-commercial scientific research purposes only.
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