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Runtime error
Runtime error
Adding reading level based synonym generation
Browse files
app.py
CHANGED
@@ -1,5 +1,6 @@
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import csv
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import string
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import gensim.downloader as api
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import matplotlib.pyplot as plt
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@@ -405,57 +406,82 @@ def speech_to_score(speech):
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def my_i_func(text):
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return {"original": "", "interpretation": [('', 0.0), ('what', -0.2), ('great', 0.3), ('day', 0.5), ('', 0.0)]}
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Box():
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with gr.Column():
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with gr.Group():
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with gr.Tabs():
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with gr.TabItem("Text"):
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in_text = gr.Textbox(label="In Text")
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grade = gr.Button("Grade Your Text")
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with gr.TabItem("Speech"):
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audio_file = gr.Audio(source="microphone", type="filepath")
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audio_trans = gr.Textbox(label="Transcription")
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grade1 = gr.Button("Grade Your Speech")
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with gr.Box():
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gr.Markdown("Requires 25-50 Words")
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diff_output = gr.Label(label='Difficulty Level', show_label=True)
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plotter = gr.Plot()
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with gr.Row():
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with gr.Box():
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div_output = gr.Label(label='Lexical Diversity Score', show_label=False)
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gr.Markdown("Lexical Diversity Heatmap | Blue cells are omitted from score")
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interpretation = gr.components.Interpretation(in_text, label="Diversity Heatmap")
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with gr.Box():
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gr.Markdown("Relative Difficulty Heatmap")
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interpretation2 = gr.components.Interpretation(in_text, label="Difficulty Heatmap")
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with gr.Row():
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demo.launch(debug=True)
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import csv
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import string
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import json
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import gensim.downloader as api
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import matplotlib.pyplot as plt
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def my_i_func(text):
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return {"original": "", "interpretation": [('', 0.0), ('what', -0.2), ('great', 0.3), ('day', 0.5), ('', 0.0)]}
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def gen_syns(word, level):
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with open('balanced_synonym_data.json') as f:
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data = json.loads(f.read())
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level = str(level)
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pins = wn_syns(word)
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reko = []
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for i in pins:
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if i in data[level]:
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reko.append(i)
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str_reko = ""
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for idx, i in enumerate(reko):
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if idx != len(reko) -1:
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str_reko+= i + ' | '
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else:
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str_reko+= i
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return str_reko
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with gr.Blocks() as demo:
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with gr.Column():
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with gr.Row():
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with gr.Box():
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with gr.Column():
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with gr.Group():
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with gr.Tabs():
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with gr.TabItem("Text"):
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in_text = gr.Textbox(label="In Text")
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grade = gr.Button("Grade Your Text")
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with gr.TabItem("Speech"):
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audio_file = gr.Audio(source="microphone",type="filepath")
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grade1 = gr.Button("Grade Your Speech")
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with gr.Group():
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gr.Markdown("Reading Level Based Synonyms")
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words = gr.Textbox(label="Word For Synonyms")
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lvl = gr.Slider(minimum=1, maximum=4, step=1, label="Intended Reading Level For Synonym")
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get_syns = gr.Button("Get Synonyms")
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reccos = gr.Label()
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with gr.Box():
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diff_output = gr.Label(label='Difficulty Level',show_label=True)
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gr.Markdown("Diversity Score Across Text")
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plotter = gr.Plot()
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with gr.Row():
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with gr.Box():
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div_output = gr.Label(label='Diversity Score', show_label=False)
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gr.Markdown("Diversity Heamap | Blue cells are omitted from score")
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interpretation = gr.components.Interpretation(in_text, label="Diversity Heapmap")
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with gr.Box():
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interpretation2 = gr.components.Interpretation(in_text, label="Difficulty Heapmap")
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with gr.Row():
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with gr.Box():
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with gr.Group():
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target = gr.Textbox(label="Target Text")
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with gr.Group():
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audio_file1 = gr.Audio(source="microphone",type="filepath")
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b1 = gr.Button("Grade Your Pronunciation")
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with gr.Box():
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some_val = gr.Label()
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text = gr.Textbox()
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phones = gr.Textbox()
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grade.click(reading_difficulty, inputs=in_text, outputs=diff_output)
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grade.click(get_mean_score, inputs=in_text, outputs=div_output)
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grade.click(diversity_inter, inputs=in_text, outputs=interpretation)
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grade.click(get_dif_inter, inputs=in_text, outputs=interpretation2)
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grade.click(get_plot, inputs=in_text, outputs=plotter)
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grade1.click(speech_to_score, inputs=audio_file, outputs=diff_output)
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b1.click(speech_to_text, inputs=[audio_file1, target], outputs=[text, some_val, phones])
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get_syns.click(gen_syns, inputs=[words, lvl], outputs=reccos)
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demo.launch(debug=True)
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