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add top n to lang classifier

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adamnsandle
2021-07-12 10:15:26 +00:00
parent a3cf5f722f
commit 2939077a90
2 changed files with 28 additions and 10 deletions
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README.md
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@@ -237,10 +237,13 @@ get_language_and_group, read_audio = utils
files_dir = torch.hub.get_dir() + '/snakers4_silero-vad_master/files'
wav = read_audio(f'{files_dir}/de.wav')
language, language_group = get_language_and_group(wav, model, lang_dict, lang_group_dict)
languages, language_groups = get_language_and_group(wav, model, lang_dict, lang_group_dict, top_n=2)
pprint(f'Language: {language}')
pprint(f'Language group: {language_group}')
for i in languages:
pprint(f'Language: {i[0]} with prob {i[-1]}')
for i in language_groups:
pprint(f'Language group: {i[0]} with prob {i[-1]}')
```
### ONNX
@@ -388,10 +391,13 @@ def validate_onnx(model, inputs):
model = init_onnx_model(f'{files_dir}/lang_classifier_116.onnx')
wav = read_audio(f'{files_dir}/de.wav')
language, language_group = get_language_and_group(wav, model, lang_dict, lang_group_dict, run_function=validate_onnx)
languages, language_groups = get_language_and_group(wav, model, lang_dict, lang_group_dict, top_n=2, run_function=validate_onnx)
pprint(f'Language: {language}')
pprint(f'Language group: {language_group}')
for i in languages:
pprint(f'Language: {i[0]} with prob {i[-1]}')
for i in language_groups:
pprint(f'Language group: {i[0]} with prob {i[-1]}')
```
[![Open on Torch Hub](https://img.shields.io/badge/Torch-Hub-red?logo=pytorch&style=for-the-badge)](https://pytorch.org/hub/snakers4_silero-vad_language/)