Instructions to use LocalDoc/speakwrite-azerbaijani with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use LocalDoc/speakwrite-azerbaijani with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("LocalDoc/speakwrite-azerbaijani") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
Commit ·
f1c4033
1
Parent(s): 5501fa4
Run with pip install balbal: ONNX graphs + "languages": ["az"] (#2)
Browse files- Run with pip install balbal: ONNX graphs + "languages": ["az"] (f9f6fad389ac19198e17e3fa8049e50ab5afefb1)
Co-authored-by: Eray Yapağcı <erayyapagci@users.noreply.huggingface.co>
- .gitattributes +2 -0
- model.json +1 -1
- onnx/export.json +52 -0
- onnx/model-plain.onnx +3 -0
- onnx/model-plain.onnx.data +3 -0
- onnx/model.onnx +3 -0
- onnx/model.onnx.data +3 -0
.gitattributes
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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lm/model.binary filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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lm/model.binary filter=lfs diff=lfs merge=lfs -text
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onnx/model.onnx.data filter=lfs diff=lfs merge=lfs -text
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onnx/model-plain.onnx.data filter=lfs diff=lfs merge=lfs -text
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model.json
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{"model": "balbal-v2-manas"}
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{"model": "balbal-v2-manas", "name": "speakwrite-azerbaijani", "languages": ["az"]}
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onnx/export.json
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{
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"model": "balbal-v2-manas",
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"int8_matmul": true,
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"clips": 5,
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"frames": 1940,
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"fast": {
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"torch_lean": {
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"max_abs_logprob_diff": 0.06095,
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"frame_argmax_agreement": 1.0
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},
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"pkm_int8": [
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{
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"table": [
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490000,
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192
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],
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"nodes": 3,
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"max_abs_error": 0.007027149200439453
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}
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],
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"relpos": {
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"fused": 18,
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"nodes_removed": 720
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},
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"files": {
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"tensors": 339,
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"onnx_bytes": 23603112,
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"data_bytes": 244115520
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},
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"onnxruntime": {
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"max_abs_logprob_diff": 11.97548,
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"frame_argmax_agreement": 0.99381
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},
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"export_seconds": 30.8
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},
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"plain": {
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"torch_lean": {
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"max_abs_logprob_diff": 0.06095,
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"frame_argmax_agreement": 1.0
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},
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"files": {
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"tensors": 338,
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"onnx_bytes": 23783753,
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"data_bytes": 524353792
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},
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"onnxruntime": {
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"max_abs_logprob_diff": 12.00076,
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"frame_argmax_agreement": 0.9933
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},
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"export_seconds": 31.6
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}
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}
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onnx/model-plain.onnx
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version https://git-lfs.github.com/spec/v1
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size 23783753
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onnx/model-plain.onnx.data
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version https://git-lfs.github.com/spec/v1
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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size 23603112
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onnx/model.onnx.data
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version https://git-lfs.github.com/spec/v1
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