47 lines
1.5 KiB
Python
Executable File
47 lines
1.5 KiB
Python
Executable File
#!/usr/bin/env python3
|
|
|
|
"""
|
|
This script shows how to add punctuations to text using sherpa-onnx Python API.
|
|
|
|
Please download the model from
|
|
https://github.com/k2-fsa/sherpa-onnx/releases/tag/punctuation-models
|
|
|
|
The following is an example
|
|
|
|
wget https://github.com/k2-fsa/sherpa-onnx/releases/download/punctuation-models/sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
|
|
tar xvf sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
|
|
rm sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
|
|
"""
|
|
|
|
from pathlib import Path
|
|
|
|
import sherpa_onnx
|
|
|
|
|
|
def main():
|
|
model = "./sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12/model.onnx"
|
|
if not Path(model).is_file():
|
|
raise ValueError(f"{model} does not exist")
|
|
config = sherpa_onnx.OfflinePunctuationConfig(
|
|
model=sherpa_onnx.OfflinePunctuationModelConfig(ct_transformer=model),
|
|
)
|
|
|
|
punct = sherpa_onnx.OfflinePunctuation(config)
|
|
|
|
text_list = [
|
|
"这是一个测试你好吗How are you我很好thank you are you ok谢谢你",
|
|
"我们都是木头人不会说话不会动",
|
|
"The African blogosphere is rapidly expanding bringing more voices online in the form of commentaries opinions analyses rants and poetry",
|
|
]
|
|
for text in text_list:
|
|
text_with_punct = punct.add_punctuation(text)
|
|
print("----------")
|
|
print(f"input: {text}")
|
|
print(f"output: {text_with_punct}")
|
|
|
|
print("----------")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|