Spaces:
Sleeping
Sleeping
Feat: Deal with csv files; remove interaction when no participant ID"
Browse files- annotations.csv +1 -4
- app.py +51 -32
- io_annotations.csv +3 -0
annotations.csv
CHANGED
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@@ -1,5 +1,2 @@
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sample_id,sentence,emotion,confidence,comments
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007-0023,I was mostly hanging out in East Village in the clubs.,Neutral,
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007-0034,"And we became friends, and then he told me that his lover had died of AIDS.",Angry,30,
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007-0086,"I mean, given the size of ACT UP, I mean, really, you're talking about a handful.",Neutral,70,
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007-0129,"And why is he like, you know, why are you putting him in yellow face?",Angry,0,
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sample_id,sentence,emotion,confidence,comments
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007-0023,I was mostly hanging out in East Village in the clubs.,Neutral,0,
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app.py
CHANGED
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@@ -17,6 +17,12 @@ css = """#myProgress {
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border-radius: 2px;
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}
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#progressText {
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position: absolute;
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top: 50%;
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@@ -26,13 +32,13 @@ css = """#myProgress {
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font-weight: bold;
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font-size: 14px;
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"""
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-
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js_progress_bar = """
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function move(n_ann, total_ann) {
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var elem = document.getElementById("myBar");
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elem.style.width = n_ann/total_ann * 100 + "%";
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progressText.innerText = 'Completed: ' + n_ann + '/' + total_ann
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-
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"""
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# List of all audio files to annotate
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file_list = pd.read_excel(os.path.join('combined_annotations.xlsx'))
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@@ -53,13 +59,13 @@ def load_example(index):
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# If the user already made an annotation for this example, gradio will return said annotation
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previous_annotation = (
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annotations.iloc[index].to_dict() if index < len(annotations) else {"sample_id": row["SAMPLE ID"], "emotion": '', "confidence": 0,
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"comments": ''}
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)
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return (sentence, audio_path, previous_annotation['emotion'], previous_annotation['confidence'], current_index['index'] + 1, previous_annotation["comments"])
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def save_annotation(emotions, confidence, comments):
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"""Save the annotation for the current example."""
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idx = current_index["index"]
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@@ -74,38 +80,48 @@ def save_annotation(emotions, confidence, comments):
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else:
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annotations.loc[len(annotations)] = [sample_id, sentence, emotions, confidence, comments]
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ann_completed.value += 1
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annotations.to_csv("
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def next_example(emotions, confidence, comments):
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"""Move to the next example."""
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if emotions == "Blank":
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else:
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save_annotation(emotions, confidence, comments)
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if current_index["index"] < len(file_list) - 1:
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current_index["index"] += 1
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return load_example(current_index["index"])
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def previous_example(emotion, confidence, comments):
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"""Move to the previous example."""
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if emotion.value != "Blank":
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save_annotation(emotion, confidence, comments)
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if current_index["index"] > 0:
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current_index["index"] -= 1
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return load_example(current_index["index"])
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return load_example(current_index["index"])
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# ===================
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# Gradio Interface
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# ===================
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-
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with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
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participant_id = gr.Textbox(label='What is your participant ID?', interactive = True)
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lets_go = gr.Button("Let's go!")
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ann_completed = gr.Number(1, visible=False)
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total = gr.Number(total_annotations, visible=False)
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@@ -114,60 +130,63 @@ with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
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gr.HTML("""
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<div id="myProgress">
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<div id="myBar">
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<span id="progressText">
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</div>
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</div>""")
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# Row with audio player
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with gr.Row():
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audio_player = gr.Audio(value=
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# Hidden row with corresponding sentence
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with gr.Row():
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accordion = gr.Accordion(label="Click to see the sentence", open=False)
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with accordion:
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sentence_text = gr.Textbox(label="
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# Row for emotion annotation and confidence
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with gr.Row():
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emotions = gr.Radio(["Blank", "Joy", "Sad", "Angry", "Neutral"], label="Predominant Emotion", value = "Blank")
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with gr.Row():
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confidence = gr.Slider(label="Confidence (%)", minimum=0, maximum=100, step=10)
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# Instructions for emotion annotation
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with gr.Sidebar():
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# Next and Previous Buttons
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with gr.Row():
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previous_button = gr.Button("Previous Example")
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next_button = gr.Button("Next Example")
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# Comment section
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comments = gr.Textbox(label="Comments", interactive=True)
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# Go back
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previous_button.click(
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previous_example,
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inputs=[emotions, confidence, comments],
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outputs=[sentence_text, audio_player, emotions, confidence, ann_completed, comments],
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)
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# Go to the next example
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next_button.click(
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next_example,
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inputs=[emotions, confidence, comments],
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outputs=[sentence_text, audio_player, emotions, confidence, ann_completed, comments],
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)
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#Update progress bar
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next_button.click(None, [], [ann_completed, total], js = js_progress_bar)
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demo.launch()
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border-radius: 2px;
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}
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#myHideBlock {
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width: 110%;
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height: 110%;
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background-color: blue;
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}
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#progressText {
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position: absolute;
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top: 50%;
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font-weight: bold;
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font-size: 14px;
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"""
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js_progress_bar = """
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function move(n_ann, total_ann) {
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var elem = document.getElementById("myBar");
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elem.style.width = n_ann/total_ann * 100 + "%";
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progressText.innerText = 'Completed: ' + n_ann + '/' + total_ann
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}
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"""
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# List of all audio files to annotate
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file_list = pd.read_excel(os.path.join('combined_annotations.xlsx'))
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# If the user already made an annotation for this example, gradio will return said annotation
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previous_annotation = (
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annotations.iloc[index].to_dict() if index < len(annotations) else {"sample_id": row["SAMPLE ID"], "emotion": 'Blank', "confidence": 0,
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"comments": ''}
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)
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return (sentence, audio_path, previous_annotation['emotion'], previous_annotation['confidence'], current_index['index'] + 1, previous_annotation["comments"])
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def save_annotation(emotions, confidence, comments, participant_id):
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"""Save the annotation for the current example."""
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idx = current_index["index"]
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else:
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annotations.loc[len(annotations)] = [sample_id, sentence, emotions, confidence, comments]
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ann_completed.value += 1
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annotations.to_csv(f"{participant_id}_annotations.csv", index=False) # Save to a CSV file
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def next_example(emotions, confidence, comments, participant_id):
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"""Move to the next example."""
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if emotions == "Blank":
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gr.Warning("Please fill out the emotion section")
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else:
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save_annotation(emotions, confidence, comments, participant_id)
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if current_index["index"] < len(file_list) - 1:
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current_index["index"] += 1
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return load_example(current_index["index"])
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def previous_example(emotion, confidence, comments, participant_id):
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"""Move to the previous example."""
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if emotion.value != "Blank":
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save_annotation(emotion, confidence, comments, participant_id)
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if current_index["index"] > 0:
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current_index["index"] -= 1
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return load_example(current_index["index"])
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return load_example(current_index["index"])
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def deactivate_participant_id(participant_id, lets_go):
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participant_id = gr.Textbox(label='What is your participant ID?', value = participant_id, interactive = False)
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lets_go = gr.Button("Participant selected!", interactive = False)
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return participant_id, lets_go
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def activate_elements(emotions, confidence, comments, next_button, previous_button):
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emotions = gr.Radio(["Blank", "Joy", "Sad", "Angry", "Neutral"], label="Predominant Emotion", value = "Blank", interactive = True)
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confidence = gr.Slider(label="Confidence (%)", minimum=0, maximum=100, step=10, interactive = True)
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comments = gr.Textbox(label="Comments", interactive=True)
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previous_button = gr.Button("Previous Example", interactive = True)
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next_button = gr.Button("Next Example", interactive = True)
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return emotions, confidence, comments, next_button, previous_button
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# ===================
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# Gradio Interface
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# ===================
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+
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with (gr.Blocks(theme=gr.themes.Soft(), css = css) as demo):
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ann_completed = gr.Number(1, visible=False)
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total = gr.Number(total_annotations, visible=False)
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gr.HTML("""
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<div id="myProgress">
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<div id="myBar">
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<span id="progressText">Press "Let's go!" to start</span>
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</div>
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</div>""")
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# Row with audio player
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with gr.Row():
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audio_player = gr.Audio(value= 'test.mp3', label="Audio", type="filepath", interactive=False)
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# Hidden row with corresponding sentence
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with gr.Row():
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accordion = gr.Accordion(label="Click to see the sentence", open=False)
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with accordion:
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sentence_text = gr.Textbox(label="Transcription", interactive=False, value = 'This is a sentence.')
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# Row for emotion annotation and confidence
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with gr.Row():
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emotions = gr.Radio(["Blank", "Joy", "Sad", "Angry", "Neutral"], label="Predominant Emotion", value = "Blank", interactive = False)
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with gr.Row():
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confidence = gr.Slider(label="Confidence (%)", minimum=0, maximum=100, step=10, interactive = False)
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# Instructions for emotion annotation
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with gr.Sidebar():
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participant_id = gr.Textbox(label='What is your participant ID?', interactive = True)
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lets_go = gr.Button("Let's go!")
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#happy_words = gr.Textbox(label = "Happy")
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with gr.Row():
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# Comment section
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comments = gr.Textbox(label="Comments", interactive=False)
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# Next and Previous Buttons
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with gr.Row():
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previous_button = gr.Button("Previous Example", interactive = False)
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next_button = gr.Button("Next Example", interactive = False)
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# Go back
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previous_button.click(
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previous_example,
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inputs=[emotions, confidence, comments, participant_id],
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outputs=[sentence_text, audio_player, emotions, confidence, ann_completed, comments],
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)
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# Go to the next example
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next_button.click(
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next_example,
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inputs=[emotions, confidence, comments, participant_id],
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outputs=[sentence_text, audio_player, emotions, confidence, ann_completed, comments],
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)
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#Update progress bar
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next_button.click(None, [], [ann_completed, total], js = js_progress_bar)
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lets_go.click(None, [], [ann_completed, total], js = js_progress_bar)
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lets_go.click(deactivate_participant_id, [participant_id, lets_go], [participant_id, lets_go])
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lets_go.click(activate_elements, [emotions, confidence, comments, next_button, previous_button], [emotions, confidence, comments, next_button, previous_button])
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lets_go.click(load_example, inputs = [gr.Number(current_index["index"], visible = False)], outputs = [sentence_text, audio_player, emotions, confidence, ann_completed, comments])
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demo.launch()
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io_annotations.csv
ADDED
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@@ -0,0 +1,3 @@
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sample_id,sentence,emotion,confidence,comments
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007-0023,I was mostly hanging out in East Village in the clubs.,Neutral,0,
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007-0034,"And we became friends, and then he told me that his lover had died of AIDS.",Neutral,0,
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