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ccd51f0
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Parent(s):
e8f489a
Update app.py
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app.py
CHANGED
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@@ -7,7 +7,6 @@ warnings.filterwarnings("ignore")
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# Loading the speechbrain emotion detection model
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learner = foreign_class(
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source="speechbrain/emotion-recognition-wav2vec2-IEMOCAP",
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# savedir="/home/harish3110/SeaWord/emotion/nbs/pretrained_models/CustomEncoderWav2vec2Classifier--8353113631630090076",
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pymodule_file="custom_interface.py",
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classname="CustomEncoderWav2vec2Classifier"
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)
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@@ -22,7 +21,7 @@ emotion_dict = {
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def predict_emotion(audio):
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out_prob, score, index, text_lab = learner.classify_file(audio.name)
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return emotion_dict[text_lab[0]]
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# Loading gradio interface
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inputs = gr.inputs.Audio(label="Input Audio", type="file")
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# Loading the speechbrain emotion detection model
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learner = foreign_class(
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source="speechbrain/emotion-recognition-wav2vec2-IEMOCAP",
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pymodule_file="custom_interface.py",
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classname="CustomEncoderWav2vec2Classifier"
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)
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def predict_emotion(audio):
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out_prob, score, index, text_lab = learner.classify_file(audio.name)
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return emotion_dict[text_lab[0]]
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# Loading gradio interface
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inputs = gr.inputs.Audio(label="Input Audio", type="file")
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