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Browse files- annotations.csv +3 -0
- app.py +29 -7
annotations.csv
ADDED
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user_id,gender,audio_file,score
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,[],audio1.wav,3
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,[],audio2.wav,3
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app.py
CHANGED
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@@ -2,15 +2,17 @@ import gradio as gr
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import pandas as pd
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import os
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AUDIO_FOLDER = "audio_files"
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audio_files = sorted(os.listdir(AUDIO_FOLDER))
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ANNOTATION_FILE = "annotations.csv"
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if not os.path.exists(ANNOTATION_FILE):
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df = pd.DataFrame(columns=["user_id", "gender", "audio_file", "score"])
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df.to_csv(ANNOTATION_FILE, index=False)
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#
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def load_next_audio(state):
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if state is None:
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state = {"index": 0}
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@@ -21,8 +23,9 @@ def load_next_audio(state):
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return None, state, "All audio files annotated."
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filepath = os.path.join(AUDIO_FOLDER, audio_files[idx])
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return filepath, state, f"Loaded
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def submit_annotation(user_id, gender, score, state):
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if state is None:
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state = {"index": 0}
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@@ -34,6 +37,7 @@ def submit_annotation(user_id, gender, score, state):
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audio_file = audio_files[idx]
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df = pd.read_csv(ANNOTATION_FILE)
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df = pd.concat([df, pd.DataFrame([{
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"user_id": user_id,
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@@ -43,39 +47,57 @@ def submit_annotation(user_id, gender, score, state):
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}])], ignore_index=True)
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df.to_csv(ANNOTATION_FILE, index=False)
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state["index"] += 1
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return state, f"Saved rating for {audio_file}."
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with gr.Blocks() as demo:
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gr.Markdown("# Audio MOS Annotation Tool")
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state = gr.State({"index": 0})
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with gr.Row():
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user_id = gr.Textbox(label="User ID")
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gender = gr.Dropdown(["Male", "Female", "Other"], label="Gender")
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audio_player = gr.Audio(label="Audio File", autoplay=False)
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score = gr.Slider(
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submit_btn = gr.Button("Submit Score")
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status = gr.Textbox(label="Status", interactive=False)
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#
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submit_btn.click(
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submit_annotation,
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inputs=[user_id, gender, score, state],
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outputs=[state, status],
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)
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#
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submit_btn.click(
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load_next_audio,
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inputs=state,
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outputs=[audio_player, state, status],
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)
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demo.launch()
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import pandas as pd
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import os
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# Folder with your audio files
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AUDIO_FOLDER = "audio_files"
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audio_files = sorted(os.listdir(AUDIO_FOLDER))
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# Annotation file stored in persistent space storage
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ANNOTATION_FILE = "annotations.csv"
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if not os.path.exists(ANNOTATION_FILE):
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df = pd.DataFrame(columns=["user_id", "gender", "audio_file", "score"])
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df.to_csv(ANNOTATION_FILE, index=False)
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# Load next audio per user session
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def load_next_audio(state):
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if state is None:
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state = {"index": 0}
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return None, state, "All audio files annotated."
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filepath = os.path.join(AUDIO_FOLDER, audio_files[idx])
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return filepath, state, f"Loaded {audio_files[idx]}"
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# Save rating
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def submit_annotation(user_id, gender, score, state):
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if state is None:
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state = {"index": 0}
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audio_file = audio_files[idx]
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# Append to CSV
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df = pd.read_csv(ANNOTATION_FILE)
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df = pd.concat([df, pd.DataFrame([{
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"user_id": user_id,
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}])], ignore_index=True)
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df.to_csv(ANNOTATION_FILE, index=False)
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# Move to next audio
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state["index"] += 1
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return state, f"Saved rating for {audio_file}."
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# Gradio UI
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with gr.Blocks() as demo:
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gr.Markdown("# Audio MOS Annotation Tool")
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# Per-user session state
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state = gr.State({"index": 0})
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# User registration
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with gr.Row():
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user_id = gr.Textbox(label="User ID")
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gender = gr.Dropdown(["Male", "Female", "Other"], label="Gender")
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# Audio playback + rating
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audio_player = gr.Audio(label="Audio File", autoplay=False)
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score = gr.Slider(minimum=1, maximum=5, step=1, label="MOS Score (1–5)")
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submit_btn = gr.Button("Submit Score")
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status = gr.Textbox(label="Status", interactive=False)
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# Download annotations.csv
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download_btn = gr.File(label="Download annotations.csv")
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# Load first audio automatically
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demo.load(
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load_next_audio,
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inputs=state,
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outputs=[audio_player, state, status]
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)
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# When submitting a score:
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# 1) Save annotation
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submit_btn.click(
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submit_annotation,
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inputs=[user_id, gender, score, state],
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outputs=[state, status],
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)
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# 2) Load next audio
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submit_btn.click(
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load_next_audio,
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inputs=state,
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outputs=[audio_player, state, status],
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)
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# Always update the download button with current CSV
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demo.load(lambda: ANNOTATION_FILE, None, download_btn)
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submit_btn.click(lambda: ANNOTATION_FILE, None, download_btn)
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demo.launch()
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