Shenava v4 β FastConformer-115M CTC β fp16 ONNX (in-browser / on-device)
fp16 ONNX export of the CTC head of Reza2kn/shenava-fa-fastconformer-115m, for onnxruntime-web (WebGPU / WASM) and onnxruntime. Powers the offline Persian captioner at VisualEars.com.
- Input:
processed_signalfloat32[1, 80, 2005]β 80-dim log-mel features over a fixed 20.05 s window (NeMo FastConformer preprocessor; configs115m_preprocessor.json+115m_mel_filters.jsonincluded). - Outputs:
logits[1, 251, 1025](CTC, blank id 1024) andencoded_lengths. Greedy-CTC decode with115m_tokens.json; truncate logits toceil(real_mel_frames / 8)before collapse. - Golden6669 WER: 7.92% (CTC, official Persian normalizer). The parent's RNNT head scores 7.29%.
- Streaming: the deployed app streams by full-context re-decode of a growing buffer β zero accuracy penalty.
Fully offline, on-device. Part of the VisualEars project (SLT 2026).
Model tree for Reza2kn/shenava-fa-fastconformer-115m-onnx-fp16
Base model
Reza2kn/shenava-fa-fastconformer-115m