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Update app.py
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app.py
CHANGED
@@ -47,12 +47,12 @@ def audio_processing(mp3_audio):
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@st.cache_resource
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def
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asr_model = pipeline(task="automatic-speech-recognition", model="openai/whisper-large-v3")
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return asr_model
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def transcribe_video(_processed_audio):
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transcriber_model =
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text_extract = transcriber_model(_processed_audio)
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return text_extract['text']
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@@ -70,6 +70,7 @@ youtube_url_tab, file_select_tab, audio_file_tab = st.tabs(
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with youtube_url_tab:
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url = st.text_input("Enter the Youtube url")
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try:
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yt_video, title = youtube_video_downloader(url)
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if url:
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@@ -81,6 +82,7 @@ with youtube_url_tab:
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if st.button("Generate Summary"):
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summary = generate_ai_summary(ytvideo_transcript)
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st.write(summary)
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except Exception as e:
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st.error(e)
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@@ -104,6 +106,7 @@ with file_select_tab:
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except:
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st.error("Upload a valid mp4 file")
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# Audio transcription
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with audio_file_tab:
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audio_file = st.file_uploader("Upload audio file", type="mp3")
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@st.cache_resource
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def load_asr_model():
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asr_model = pipeline(task="automatic-speech-recognition", model="openai/whisper-large-v3")
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return asr_model
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def transcribe_video(_processed_audio):
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transcriber_model = load_asr_model()
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text_extract = transcriber_model(_processed_audio)
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return text_extract['text']
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with youtube_url_tab:
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url = st.text_input("Enter the Youtube url")
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try:
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yt_video, title = youtube_video_downloader(url)
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if url:
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if st.button("Generate Summary"):
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summary = generate_ai_summary(ytvideo_transcript)
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st.write(summary)
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except Exception as e:
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st.error(e)
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except:
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st.error("Upload a valid mp4 file")
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# Audio transcription
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with audio_file_tab:
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audio_file = st.file_uploader("Upload audio file", type="mp3")
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