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Runtime error
GirishKiran
commited on
Commit
·
7457cc5
1
Parent(s):
d7d595f
Removed whisper
Browse files
app.py
CHANGED
@@ -183,7 +183,6 @@ from matplotlib.colors import LinearSegmentedColormap
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import scipy
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import scipy.special
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import pandas
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import whisper
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class SentimentAnalyser(object):
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@@ -244,20 +243,6 @@ def draw_bar_plot(df_data, title='Sentiment Analysis', xlabel='p string', ylabel
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grid=True)
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return pic
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@add_method(SentimentAnalyser)
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def inference(audio):
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audio = whisper.load_audio(audio)
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audio = whisper.pad_or_trim(audio)
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mel = whisper.log_mel_spectrogram(audio).to(sentiment.whisper_model.device)
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_, probs = sentiment.whisper_model.detect_language(mel)
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options = whisper.DecodingOptions(fp16 = False)
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result = whisper.decode(sentiment.whisper_model, mel, options)
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print(result.text)
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return result.text
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@add_method(SentimentAnalyser)
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def predict_sentiment(input_text):
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@@ -295,6 +280,4 @@ with gradio.Interface(fn=predict_sentiment,
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description=desc,
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examples=exp,
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article=arti) as demo:
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with gradio.Blocks() as block:
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whisper_button.click(inference, inputs=[whisper_audio], outputs=[input_text])
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demo.launch(debug=True)
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import scipy
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import scipy.special
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import pandas
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class SentimentAnalyser(object):
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grid=True)
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return pic
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@add_method(SentimentAnalyser)
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def predict_sentiment(input_text):
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description=desc,
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examples=exp,
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article=arti) as demo:
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demo.launch(debug=True)
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