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Medocr Asr Bn

INT8 (MatMul-only dynamic quantization) ONNX export of the encoder of ai4bharat/indicconformersttbnhybridctcrnntlarge (MIT license, AI4Bharat), plus its CTC head, vocabulary, and mel filterbank. MatMul-only...

TipoOtherVersãoAsr ctc bnCnota

Fonte do modelo

Tipo
Other
Tamanho do arquivo
80,3 KB–177 MB
Versão
vAsr ctc bn
Atualizado
26 de out. de 2026
Fonte
Hugging Face

Descrição da fonte

medocr-asr-bn — on-device Bangla ASR (ONNX) for the MedOCR pharmacy app

INT8 (MatMul-only dynamic quantization) ONNX export of the encoder of ai4bharat/indicconformer_stt_bn_hybrid_ctc_rnnt_large (MIT license, AI4Bharat), plus its CTC head, vocabulary, and mel filterbank. MatMul-only quantization is used because onnxruntime-android has no ConvInteger kernel.

Used by the MedOCR Android app for offline voice stocking (the pharmacist speaks price / expiry / quantity). The app downloads asr_encoder_bn.onnx once on first use; the small files ship inside the APK.

filebytes
asr_encoder_bn.onnx185341627
asr_ctc_bn.onnx11559655
asr_vocab_bn.json57466
asr_mel_filters.bin82240

Contract: encoder audio_signal [1,80,T] float32 + length [1] int64 → [1,512,T']; ctc → logprobs [1,T',5633]; aggregate SentencePiece vocab, blank id 5632; 16 kHz mono input.

Fontes

1 fonte
Hugging FacePrimárioVersão 4d66c7de1a0860f79686e18a317c4b7564e9fa0e
huggingface.co/MrJAJA/medocr-asr-bn/tree/4d66c7de1a0860f79686e18a317c4b7564e9fa0e

Verificado 26 de out.

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Artefatos de modelo

3 artefatos

asr_ctc_bn.onnx

onnx · 11,0 MB · SHA-256 385ad959364b…03bb · Hugging Face

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asr_encoder_bn.onnx

onnx · 177 MB · SHA-256 ee53f6ee92e8…13d0 · Hugging Face

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asr_mel_filters.bin

bin · 80,3 KB · SHA-256 2676995a34af…4cec · Hugging Face

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Trechos de fonte

2 trechos

--- license: mit language: - bn tags: - automatic-speech-recognition - onnx - bangla --- # medocr-asr-bn — on-device Bangla ASR (ONNX) for the MedOCR pharmacy app INT8 (MatMul-only dynamic quantization) ONNX export of the encoder of [ai4bharat/indicconformer_stt_bn_hybrid_ctc_rnnt_large](https://huggingface.co/ai4bharat/indicconformer_stt_bn_hybrid_ctc_rnnt_large) (MIT license, AI4Bharat), plus its CTC head, vocabulary, and mel filterbank. MatMul-only quantization is used because onnxruntime-android has no ConvInteger kernel. Used by the MedOCR Android app for offline voice stocking (the pharmacist speaks price / expiry / quantity). The app downloads `asr_encoder_bn.onnx` once on first use; the small files ship inside the APK. | file | bytes | |---|---| | asr_encoder_bn.onnx | 185341627 | | asr_ctc_bn.onnx | 11559655 | | asr_vocab_bn.json | 57466 | | asr_mel_filters.bin | 82240 | Contract: encoder `audio_signal [1,80,T] float32` + `length [1] int64` → `[1,512,T']`; ctc → logprobs `[1,T',5633]`; aggregate SentencePiece vocab, blank id 5632; 16 kHz mono input.

Source context: 0 downloads · 0 likes · Pipeline automatic-speech-recognition · Repo MrJAJA/medocr-asr-bn