speech_recognition/FunASR
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FunASR/funasr/export
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游雁 567ecebbaf export model test
2023-02-07 23:01:35 +08:00
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models export model 2023-02-07 22:51:39 +08:00
utils export model 2023-02-07 17:45:59 +08:00
__init__.py export model 2023-02-07 15:19:18 +08:00
export_model.py export model 2023-02-07 22:51:39 +08:00
README.md export model test 2023-02-07 23:01:35 +08:00
test_onnx.py export model test 2023-02-07 22:57:08 +08:00
test_torchscripts.py export model test 2023-02-07 22:57:08 +08:00

README.md

environment: ubuntu20.04-py37-torch1.11.0-tf1.15.5-1.2.0

install modelscope and funasr

The install is the same as funasr

export onnx format model

Export model modelscope

from funasr.export.export_model import ASRModelExportParaformer

output_dir = "../export"
export_model = ASRModelExportParaformer(cache_dir=output_dir, onnx=True)
export_model.export_from_modelscope('damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch')

Export model from local path

from funasr.export.export_model import ASRModelExportParaformer

output_dir = "../export"
export_model = ASRModelExportParaformer(cache_dir=output_dir, onnx=True)
export_model.export_from_local('/root/cache/export/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch')

export torchscripts format model

Export model modelscope

from funasr.export.export_model import ASRModelExportParaformer

output_dir = "../export"
export_model = ASRModelExportParaformer(cache_dir=output_dir, onnx=False)
export_model.export_from_modelscope('damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch')

Export model from local path

from funasr.export.export_model import ASRModelExportParaformer

output_dir = "../export"
export_model = ASRModelExportParaformer(cache_dir=output_dir, onnx=False)
export_model.export_from_local('/root/cache/export/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch')