Commit ·
daa3dea
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Parent(s): 1edec07
Initial
Browse files- .gitattributes +1 -0
- README.md +9 -0
- config.yml +29 -0
- ctc.onnx +3 -0
- lowercase_3-gram.pruned.1e-7.arpa +3 -0
- punctuation.onnx +3 -0
- sentence_prediction.onnx +3 -0
- sentence_tokenizer.json +0 -0
- tokenizer.json +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.arpa filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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language: en
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tags:
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- speech-to-text
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---
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# Exported [Nemo](https://github.com/NVIDIA/NeMo) models for Speech to Text with [OpenSLR 11](https://www.openslr.org/11/) librispeech 3-gram language model
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This model is intended to be used with [npc-engine](https://github.com/npc-engine/npc-engine).
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config.yml
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model_type: "NemoSTT"
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# frame size in ms for incremental transcription
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frame_size: 1000
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# Parameters from https://github.com/NVIDIA/NeMo/blob/stable/tutorials/asr/Online_ASR_Microphone_Demo.ipynb
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frame_overlap: 2
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offset: 4
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# timestep_duration = model._cfg.preprocessor['window_stride']
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# for block in model._cfg.encoder['jasper']:
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# timestep_duration *= block['stride'][0] ** block['repeat']
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timestep_duration: 0.02
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# Sample rate
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sample_rate: 16000
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# Minimum detectable VAD section in ms
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min_speech_duration: 400
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# Timeout in ms to flush results if speech wasn't finished semantically
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max_silence_duration: 1000
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# VAD frame size in ms
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vad_frame_ms: 20
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transcribe_realtime: False
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predict_punctuation: False
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alpha: 0.0253813572180912
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beta: 0.08
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ctc.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0d72eb87f56c10bc51952ee327d45f76ebfbd30e21f828cd3fab18ff3212f10
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size 75577820
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lowercase_3-gram.pruned.1e-7.arpa
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version https://git-lfs.github.com/spec/v1
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oid sha256:61dd499d412fb7493b093d846e055587985272373808b4b0316ee76dee5805bb
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size 40314194
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punctuation.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:d3c64263783470c92264dcd2d9279c7ba2e45818b5d9ff0bbed987def578ae0f
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size 265505964
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sentence_prediction.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:fa2fb314443b18f1f0d82f9845f0cef49fd92d98a6a314c535e6717127f21500
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size 90894457
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sentence_tokenizer.json
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tokenizer.json
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