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Update app.py
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app.py
CHANGED
@@ -12,16 +12,16 @@ import accelerate
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# steamlit setup
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st.set_page_config(page_title="Sentiment Analysis on Your Cantonese Song",)
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st.header("Cantonese Song Sentiment Analyzer")
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button_click = st.button("Run Analysis", type="primary")
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# load song
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input_file = os.path.isfile("test1.mp3")
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output_file = os.path.isdir("")
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# preprocess and crop audio file
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@@ -36,13 +36,13 @@ def audio_preprocess():
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audio = AudioSegment.from_file('/test1/vocals.wav')
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cropped_audio = audio[start_time:end_time]
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cropped_audio.export('
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# ASR transcription
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def asr_model():
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# load audio file
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y, sr = librosa.load('
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# ASR model
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MODEL_NAME = "RexChan/ISOM5240-whisper-small-zhhk_1"
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# steamlit setup
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st.set_page_config(page_title="Sentiment Analysis on Your Cantonese Song",)
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st.header("Cantonese Song Sentiment Analyzer")
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input_file = st.file_uploader("upload a song in mp3 format", type="mp3") # upload song
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if input_file is not None:
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st.write("File uploaded successfully!")
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st.write(input_file)
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else:
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st.write("No file uploaded.")
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button_click = st.button("Run Analysis", type="primary")
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# load song
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#input_file = os.path.isfile("test1.mp3")
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output_file = os.path.isdir("")
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# preprocess and crop audio file
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audio = AudioSegment.from_file('/test1/vocals.wav')
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cropped_audio = audio[start_time:end_time]
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cropped_audio.export('cropped_vocals.wav', format='wav') # save vocal audio file
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# ASR transcription
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def asr_model():
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# load audio file
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y, sr = librosa.load('cropped_vocals.wav', sr=16000)
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# ASR model
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MODEL_NAME = "RexChan/ISOM5240-whisper-small-zhhk_1"
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