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Update main.py
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main.py
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@@ -3,6 +3,8 @@ import base64
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import torch
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from transformers import pipeline
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import io
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from moviepy import VideoFileClip
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# Whisper ๋ชจ๋ธ์ pipeline์ผ๋ก ๋ถ๋ฌ์ค๊ธฐ
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@@ -10,15 +12,16 @@ whisper = pipeline("automatic-speech-recognition", model="openai/whisper-small")
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def extract_audio(video_path):
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try:
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# ๋น๋์ค ํ์ผ ๋ก๋
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video = VideoFileClip(video_path)
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# ์ค๋์ค ์ถ์ถ
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video.audio.write_audiofile(audio_buffer, codec='mp3')
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audio_buffer.seek(0)
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return
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except Exception as e:
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return f"์ค๋ฅ ๋ฐ์: {e}"
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@@ -28,7 +31,7 @@ def transcribe_audio(audio):
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return "์๋ฌ: ์ค๋์ค ์์", ""
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result = whisper(audio)
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return result["text"], base64.b64encode(result["text"].encode()).decode()
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# Gradio ์ธํฐํ์ด์ค
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demo1 = gr.Interface(
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@@ -51,4 +54,4 @@ demo2 = gr.Interface(
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demo = gr.TabbedInterface((demo1, demo2), ('Speech-To-Text', '์ค๋์ค ์ถ์ถ๊ธฐ'))
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# ์ฑ ์คํ
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demo.launch()
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import torch
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from transformers import pipeline
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import io
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import os
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import tempfile
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from moviepy import VideoFileClip
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# Whisper ๋ชจ๋ธ์ pipeline์ผ๋ก ๋ถ๋ฌ์ค๊ธฐ
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def extract_audio(video_path):
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try:
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# ์์ ํ์ผ ์์ฑ
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temp_audio_path = tempfile.NamedTemporaryFile(suffix='.mp3', delete=False).name
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# ๋น๋์ค ํ์ผ ๋ก๋
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video = VideoFileClip(video_path)
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# ์ค๋์ค ์ถ์ถ ๋ฐ ์์ ํ์ผ๋ก ์ ์ฅ
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video.audio.write_audiofile(temp_audio_path, codec='mp3', verbose=False, logger=None)
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return temp_audio_path
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except Exception as e:
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return f"์ค๋ฅ ๋ฐ์: {e}"
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return "์๋ฌ: ์ค๋์ค ์์", ""
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result = whisper(audio)
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return result["text"], base64.b64encode(result["text"].encode()).decode()
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# Gradio ์ธํฐํ์ด์ค
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demo1 = gr.Interface(
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demo = gr.TabbedInterface((demo1, demo2), ('Speech-To-Text', '์ค๋์ค ์ถ์ถ๊ธฐ'))
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# ์ฑ ์คํ
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demo.launch()
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