Update modules/translation/translation_base.py
Browse files
modules/translation/translation_base.py
CHANGED
@@ -129,6 +129,56 @@ class TranslationBase(ABC):
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finally:
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self.release_cuda_memory()
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def offload(self):
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"""Offload the model and free up the memory"""
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if self.model is not None:
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finally:
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self.release_cuda_memory()
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def translate_text(self,
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input_list_dict: list,
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model_size: str,
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src_lang: str,
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tgt_lang: str,
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max_length: int = 200,
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add_timestamp: bool = True,
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progress=gr.Progress()) -> list:
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"""
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Translate text from source language to target language
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Parameters
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----------
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str_text: str
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List[dict] to translate
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model_size: str
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Whisper model size from gr.Dropdown()
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src_lang: str
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Source language of the file to translate from gr.Dropdown()
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tgt_lang: str
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Target language of the file to translate from gr.Dropdown()
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max_length: int
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Max length per line to translate
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add_timestamp: bool
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Boolean value that determines whether to add a timestamp
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progress: gr.Progress
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Indicator to show progress directly in gradio.
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I use a forked version of whisper for this. To see more info : https://github.com/jhj0517/jhj0517-whisper/tree/add-progress-callback
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Returns
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----------
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A List of
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List[dict] with translation
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"""
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try:
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self.cache_parameters(model_size=model_size,src_lang=src_lang,tgt_lang=tgt_lang,max_length=max_length,add_timestamp=add_timestamp)
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self.update_model(model_size=model_size,src_lang=src_lang,tgt_lang=tgt_lang,progress=progress)
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total_progress = len(input_list_dict)
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for index, dic in enumerate(input_list_dict):
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progress(index / total_progress, desc="Translating..")
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translated_text = self.translate(dic["text"], max_length=max_length)
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dic["text"] = translated_text
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return input_list_dict
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except Exception as e:
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print(f"Error translating file: {e}")
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raise
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finally:
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self.release_cuda_memory()
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def offload(self):
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"""Offload the model and free up the memory"""
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if self.model is not None:
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