Update app.py
Browse files
app.py
CHANGED
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@@ -6,8 +6,6 @@ from datetime import datetime
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import os
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import requests
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import json
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import time
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import threading
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from dotenv import load_dotenv
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# 환경변수 로드
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@@ -116,8 +114,8 @@ def calculate_baseline_features(audio_data):
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features = {
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"energy": float(np.mean(librosa.feature.rms(y=y))),
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"tempo": float(librosa.beat.tempo(y, sr=sr)[0]),
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"pitch": float(np.mean(librosa.feature.zero_crossing_rate(y))),
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"volume": float(np.mean(np.abs(y))),
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"mfcc": librosa.feature.mfcc(y=y, sr=sr, n_mfcc=13).mean(axis=1).tolist()
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}
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@@ -148,9 +146,12 @@ def map_acoustic_to_emotion(features, baseline_features=None):
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pitch_norm = min(features["pitch"] * 2, 1)
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if baseline_features:
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-
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-
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-
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emotions = {
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"primary": "",
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@@ -218,7 +219,7 @@ def analyze_voice(audio_data, state):
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return state, "오디오 형식을 지원하지 않습니다.", "", "", ""
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# 음향학적 특성 분석
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acoustic_features = calculate_baseline_features(
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if acoustic_features is None:
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return state, "음성 분석에 실패했습니다.", "", "", ""
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@@ -294,7 +295,7 @@ def generate_image_from_prompt(prompt):
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"""이미지 생성 함수"""
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if not prompt:
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print("No prompt provided")
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return None
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try:
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response = requests.post(
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@@ -311,18 +312,15 @@ def generate_image_from_prompt(prompt):
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)
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if response.status_code == 200:
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with open(image_path, "wb") as f:
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f.write(response.content)
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return response.content, image_path
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else:
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print(f"Error: {response.status_code}")
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print(f"Response: {response.text}")
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return None
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except Exception as e:
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print(f"Error generating image: {str(e)}")
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return None
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def save_reflection(text, state):
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"""감상 저장"""
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@@ -331,9 +329,13 @@ def save_reflection(text, state):
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try:
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current_time = datetime.now().strftime("%H:%M:%S")
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-
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-
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reflections = state.get("reflections", [])
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reflections.append(new_reflection)
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state = {**state, "reflections": reflections}
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@@ -351,34 +353,36 @@ def create_interface():
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"reflections": [],
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"wish": None,
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"final_prompt": "",
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"image_path": None
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}
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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state = gr.State(value=initial_state)
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gr.Markdown("# 디지털 굿판")
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with gr.Tabs(
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with gr.TabItem("입장") as tab_entrance:
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-
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name_input = gr.Textbox(
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label="이름을 알려주세요",
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placeholder="이름을 입력해주세요",
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interactive=True
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)
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-
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-
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# variant 추가
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with gr.TabItem("
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gr.Markdown("
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gr.Markdown("'당신의 건강과 행복이 늘 가득하기를'")
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baseline_audio = gr.Audio(
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label="축원 문장 녹음하기",
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-
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streaming=False,
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type="numpy"
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)
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set_baseline_btn = gr.Button("기준점 설정 완료", variant="primary")
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@@ -389,26 +393,26 @@ def create_interface():
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play_music_btn = gr.Button("온천천의 소리 듣기", variant="secondary")
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with gr.Row():
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audio = gr.Audio(
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value="
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type="filepath",
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label="온천천의 소리",
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interactive=False,
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show_download_button=True,
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visible=True
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)
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with gr.Column():
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reflection_input = gr.Textbox(
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label="지금 이 순간의 감상을 자유롭게 적어보세요",
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lines=3,
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max_lines=5
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)
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save_btn = gr.Button("감상 저장하기", variant="secondary")
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reflections_display = gr.Dataframe(
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headers=["시간", "감상", "감정 분석"],
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label="기록된 감상들",
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value=[
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interactive=False,
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wrap=True
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)
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with gr.TabItem("기원") as tab_wish:
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@@ -417,8 +421,7 @@ def create_interface():
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with gr.Column():
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voice_input = gr.Audio(
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label="소원을 나누고 싶은 마음을 말해주세요",
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streaming=False,
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type="numpy"
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)
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with gr.Row():
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@@ -449,59 +452,125 @@ def create_interface():
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generate_btn = gr.Button("마음의 그림 그리기", variant="primary")
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result_image = gr.Image(
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label="생성된 이미지",
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show_download_button=True
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)
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gr.Markdown("##
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final_reflection = gr.Textbox(
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label="
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placeholder="한 줄로 남겨주세요...",
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max_lines=3
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)
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save_final_btn = gr.Button("
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# 이벤트 연결
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def handle_start(name, current_state):
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if not name.strip():
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return
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current_state = {**current_state, "user_name": name}
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return
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try:
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if features:
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current_state = {**current_state, "baseline_features": features}
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return current_state, "기준점이 설정되었습니다."
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return current_state, "기준점 설정에 실패했습니다."
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except Exception as e:
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try:
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if isinstance(result, tuple) and len(result) == 5:
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return result
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return current_state, "분석 실패", "", "", ""
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except Exception as e:
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def handle_image_generation(prompt):
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try:
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-
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-
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except Exception as e:
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print(f"
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return
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start_btn.click(
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fn=handle_start,
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inputs=[name_input, state],
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outputs=[
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)
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set_baseline_btn.click(
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outputs=[state, baseline_status]
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)
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analyze_btn.click(
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fn=handle_analysis,
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inputs=[voice_input, state],
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@@ -522,15 +596,16 @@ def create_interface():
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outputs=[result_image]
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)
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fn=
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inputs=[
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outputs=[
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)
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fn=
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)
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return app
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@@ -541,4 +616,4 @@ if __name__ == "__main__":
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debug=True,
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server_name="0.0.0.0",
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server_port=7860
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)
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import os
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import requests
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import json
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from dotenv import load_dotenv
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# 환경변수 로드
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features = {
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"energy": float(np.mean(librosa.feature.rms(y=y))),
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"tempo": float(librosa.beat.tempo(y=y, sr=sr)[0]),
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"pitch": float(np.mean(librosa.feature.zero_crossing_rate(y=y))),
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"volume": float(np.mean(np.abs(y))),
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"mfcc": librosa.feature.mfcc(y=y, sr=sr, n_mfcc=13).mean(axis=1).tolist()
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}
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pitch_norm = min(features["pitch"] * 2, 1)
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if baseline_features:
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if baseline_features["energy"] == 0 or baseline_features["tempo"] == 0 or baseline_features["pitch"] == 0:
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print("Invalid baseline features")
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else:
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energy_norm = (features["energy"] / baseline_features["energy"]) * 50
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tempo_norm = (features["tempo"] / baseline_features["tempo"])
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pitch_norm = (features["pitch"] / baseline_features["pitch"])
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emotions = {
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"primary": "",
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return state, "오디오 형식을 지원하지 않습니다.", "", "", ""
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# 음향학적 특성 분석
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acoustic_features = calculate_baseline_features((sr, y))
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if acoustic_features is None:
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return state, "음성 분석에 실패했습니다.", "", "", ""
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"""이미지 생성 함수"""
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if not prompt:
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print("No prompt provided")
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return None
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try:
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response = requests.post(
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)
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if response.status_code == 200:
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image_content = response.content
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return image_content
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else:
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print(f"Error: {response.status_code}")
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print(f"Response: {response.text}")
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return None
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except Exception as e:
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print(f"Error generating image: {str(e)}")
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return None
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def save_reflection(text, state):
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"""감상 저장"""
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try:
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current_time = datetime.now().strftime("%H:%M:%S")
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if text_analyzer:
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sentiment = text_analyzer(text)[0]
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sentiment_text = f"{sentiment['label']} ({sentiment['score']:.2f})"
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else:
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sentiment_text = "분석 불가"
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new_reflection = [current_time, text, sentiment_text]
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reflections = state.get("reflections", [])
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reflections.append(new_reflection)
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state = {**state, "reflections": reflections}
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"reflections": [],
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"wish": None,
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"final_prompt": "",
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"image_path": None,
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"current_tab": 0 # 탭 상태 추가
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}
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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state = gr.State(value=initial_state)
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gr.Markdown("# 디지털 굿판")
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gr.Markdown("""
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1. 입장 → 2. 축원(기준 설정) → 3. 청신 → 4. 기원 → 5. 송신
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순서대로 진행해주세요.
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""")
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with gr.Tabs() as tabs:
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with gr.TabItem("입장") as tab_entrance:
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gr.Markdown(WELCOME_MESSAGE)
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name_input = gr.Textbox(
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label="이름을 알려주세요",
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placeholder="이름을 입력해주세요",
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interactive=True
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)
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worldview_display = gr.Markdown(visible=False)
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start_btn = gr.Button("여정 시작하기", variant="primary")
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with gr.TabItem("축원") as tab_baseline:
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gr.Markdown("### 축원의 문장을 평온한 마음으로 읽어주세요")
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gr.Markdown("'당신의 건강과 행복이 늘 가득하기를'")
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baseline_audio = gr.Audio(
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label="축원 문장 녹음하기",
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source="microphone",
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type="numpy"
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)
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set_baseline_btn = gr.Button("기준점 설정 완료", variant="primary")
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play_music_btn = gr.Button("온천천의 소리 듣기", variant="secondary")
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with gr.Row():
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audio = gr.Audio(
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value="assets/main_music.mp3", # 음악 파일 경로 수정
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type="filepath",
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label="온천천의 소리",
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interactive=False,
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show_download_button=True,
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visible=True
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)
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with gr.Column():
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reflection_input = gr.Textbox(
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label="지금 이 순간의 감상을 자유롭게 적어보세요",
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lines=3,
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max_lines=5
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)
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save_btn = gr.Button("감상 저장하기", variant="secondary")
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reflections_display = gr.Dataframe(
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headers=["시간", "감상", "감정 분석"],
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label="기록된 감상들",
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value=[],
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interactive=False,
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wrap=True
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)
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with gr.TabItem("기원") as tab_wish:
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with gr.Column():
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voice_input = gr.Audio(
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label="소원을 나누고 싶은 마음을 말해주세요",
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source="microphone",
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type="numpy"
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)
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with gr.Row():
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generate_btn = gr.Button("마음의 그림 그리기", variant="primary")
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result_image = gr.Image(
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label="생성된 이미지",
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| 455 |
+
show_download_button=True
|
| 456 |
)
|
| 457 |
+
|
| 458 |
+
gr.Markdown("## 온천천에 전하고 싶은 소원을 남겨주세요")
|
| 459 |
final_reflection = gr.Textbox(
|
| 460 |
+
label="소원",
|
| 461 |
+
placeholder="당신의 소원을 한 줄로 남겨주세요...",
|
| 462 |
max_lines=3
|
| 463 |
)
|
| 464 |
+
save_final_btn = gr.Button("소원 전하기", variant="primary")
|
| 465 |
+
gr.Markdown("""
|
| 466 |
+
💫 여러분의 소원은 11월 25일 온천천 벽면에 설치될 소원나무에 전시될 예정입니다.
|
| 467 |
+
따뜻한 마음을 담아 작성해주세요.
|
| 468 |
+
""")
|
| 469 |
+
wishes_display = gr.Dataframe(
|
| 470 |
+
headers=["시간", "소원", "감정 분석"],
|
| 471 |
+
label="기록된 소원들",
|
| 472 |
+
value=[],
|
| 473 |
+
interactive=False,
|
| 474 |
+
wrap=True
|
| 475 |
+
)
|
| 476 |
|
| 477 |
+
# 이벤트 연결
|
| 478 |
def handle_start(name, current_state):
|
| 479 |
if not name.strip():
|
| 480 |
+
return (
|
| 481 |
+
"이름을 입력해주세요",
|
| 482 |
+
gr.update(visible=False),
|
| 483 |
+
current_state
|
| 484 |
+
)
|
| 485 |
current_state = {**current_state, "user_name": name}
|
| 486 |
+
return (
|
| 487 |
+
WORLDVIEW_MESSAGE,
|
| 488 |
+
gr.update(visible=True),
|
| 489 |
+
current_state
|
| 490 |
+
)
|
| 491 |
+
|
| 492 |
+
def handle_baseline(audio, current_state):
|
| 493 |
+
if audio is None:
|
| 494 |
+
return current_state, "음성을 먼저 녹음해주세요."
|
| 495 |
+
|
| 496 |
try:
|
| 497 |
+
sr, y = audio
|
| 498 |
+
features = calculate_baseline_features((sr, y))
|
| 499 |
if features:
|
| 500 |
current_state = {**current_state, "baseline_features": features}
|
| 501 |
+
return current_state, "기준점이 설정되었습니다. 다음 단계로 진행해주세요."
|
| 502 |
+
return current_state, "기준점 설정에 실패했습니다. 다시 시도해주세요."
|
| 503 |
except Exception as e:
|
| 504 |
+
print(f"Baseline error: {str(e)}")
|
| 505 |
+
return current_state, "오류가 발생했습니다. 다시 시도해주세요."
|
| 506 |
|
| 507 |
+
# 음악 재생 이벤트 핸들러 수정
|
| 508 |
+
def play_music():
|
| 509 |
try:
|
| 510 |
+
return "assets/main_music.mp3"
|
|
|
|
|
|
|
|
|
|
| 511 |
except Exception as e:
|
| 512 |
+
print(f"Error playing music: {e}")
|
| 513 |
+
return None
|
| 514 |
+
|
| 515 |
+
def handle_analysis(audio, current_state):
|
| 516 |
+
state, text, voice_result, text_result, prompt = analyze_voice(audio, current_state)
|
| 517 |
+
return state, text, voice_result, text_result, prompt
|
| 518 |
|
| 519 |
def handle_image_generation(prompt):
|
| 520 |
+
image_content = generate_image_from_prompt(prompt)
|
| 521 |
+
return image_content
|
| 522 |
+
|
| 523 |
+
def save_reflection_fixed(text, state):
|
| 524 |
+
if not text.strip():
|
| 525 |
+
return state, []
|
| 526 |
+
|
| 527 |
try:
|
| 528 |
+
current_time = datetime.now().strftime("%H:%M:%S")
|
| 529 |
+
if text_analyzer:
|
| 530 |
+
sentiment = text_analyzer(text)[0]
|
| 531 |
+
sentiment_text = f"{sentiment['label']} ({sentiment['score']:.2f})"
|
| 532 |
+
else:
|
| 533 |
+
sentiment_text = "분석 불가"
|
| 534 |
+
|
| 535 |
+
new_reflection = [current_time, text, sentiment_text]
|
| 536 |
+
reflections = state.get("reflections", [])
|
| 537 |
+
reflections.append(new_reflection)
|
| 538 |
+
state = {**state, "reflections": reflections}
|
| 539 |
+
return state, reflections
|
| 540 |
except Exception as e:
|
| 541 |
+
print(f"Error saving reflection: {e}")
|
| 542 |
+
return state, state.get("reflections", [])
|
| 543 |
|
| 544 |
+
def save_wish(text, state):
|
| 545 |
+
if not text.strip():
|
| 546 |
+
return "소원을 입력해주세요.", []
|
| 547 |
+
|
| 548 |
+
try:
|
| 549 |
+
current_time = datetime.now().strftime("%H:%M:%S")
|
| 550 |
+
if text_analyzer:
|
| 551 |
+
sentiment = text_analyzer(text)[0]
|
| 552 |
+
sentiment_text = f"{sentiment['label']} ({sentiment['score']:.2f})"
|
| 553 |
+
else:
|
| 554 |
+
sentiment_text = "분석 불가"
|
| 555 |
+
|
| 556 |
+
new_wish = [current_time, text, sentiment_text]
|
| 557 |
+
wishes = state.get("wishes", [])
|
| 558 |
+
wishes.append(new_wish)
|
| 559 |
+
state = {**state, "wishes": wishes}
|
| 560 |
+
|
| 561 |
+
# DB에 저장
|
| 562 |
+
db.save_wish(state.get("user_name", "익명"), text)
|
| 563 |
+
|
| 564 |
+
return "소원이 저장되었습니다.", wishes
|
| 565 |
+
except Exception as e:
|
| 566 |
+
print(f"Error saving wish: {e}")
|
| 567 |
+
return "오류가 발생했습니다.", state.get("wishes", [])
|
| 568 |
+
|
| 569 |
+
# 버튼 이벤트 연결
|
| 570 |
start_btn.click(
|
| 571 |
fn=handle_start,
|
| 572 |
inputs=[name_input, state],
|
| 573 |
+
outputs=[worldview_display, worldview_display, state]
|
| 574 |
)
|
| 575 |
|
| 576 |
set_baseline_btn.click(
|
|
|
|
| 579 |
outputs=[state, baseline_status]
|
| 580 |
)
|
| 581 |
|
| 582 |
+
play_music_btn.click(
|
| 583 |
+
fn=play_music,
|
| 584 |
+
outputs=[audio]
|
| 585 |
+
)
|
| 586 |
+
|
| 587 |
analyze_btn.click(
|
| 588 |
fn=handle_analysis,
|
| 589 |
inputs=[voice_input, state],
|
|
|
|
| 596 |
outputs=[result_image]
|
| 597 |
)
|
| 598 |
|
| 599 |
+
save_btn.click(
|
| 600 |
+
fn=save_reflection_fixed,
|
| 601 |
+
inputs=[reflection_input, state],
|
| 602 |
+
outputs=[state, reflections_display]
|
| 603 |
)
|
| 604 |
|
| 605 |
+
save_final_btn.click(
|
| 606 |
+
fn=save_wish,
|
| 607 |
+
inputs=[final_reflection, state],
|
| 608 |
+
outputs=[baseline_status, wishes_display]
|
| 609 |
)
|
| 610 |
|
| 611 |
return app
|
|
|
|
| 616 |
debug=True,
|
| 617 |
server_name="0.0.0.0",
|
| 618 |
server_port=7860
|
| 619 |
+
)
|